# Best AI Agent Builders Software *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* The leading AI agent builder in 2026 is Salesforce Agentforce, rated 4.3 out of 5 on G2 based on 1,100+ verified reviews. For RPA-native orchestration, UiPath Agentic Automation edges ahead at 4.6 stars, while Zapier dominates the no-code segment with strong cross-app automation capabilities. 1. Salesforce Agentforce — 4.3/5 (1,100+ reviews): Salesforce-native autonomous agent building and deployment 2. UiPath Agentic Automation — 4.6/5 (7,500+ reviews): RPA-native agentic orchestration with human-in-the-loop 3. OutSystems — 4.5/5 (1,700+ reviews): Visual agentic app development with low-code 4. ServiceNow AI Agents — 4.3/5 (400+ reviews): ServiceNow-native agentic ITSM workflow automation 5. Zapier — 4.5/5 (2,000+ reviews): No-code agent-building with cross-app workflow automation *Updated June 2026. Based on 2026 G2 verified review data across 5 products.* AI agent builders are platforms purpose-built to create, configure, deploy, and manage AI agent software entities that autonomously pursue goals, execute multi-step tasks, and take actions across connected systems with minimal human intervention. Unlike tools that have added AI assistance or copilot features as a layer on top of existing functionality, AI agent builders are primarily oriented around the agent development lifecycle: defining agent goals and behaviors, connecting agents to tools and data sources, orchestrating multi-step or multi-agent workflows, and monitoring agent performance over time. These platforms enable agents to reason across context, chain actions together, call external APIs and services, and operate asynchronously, going beyond responding to individual user queries to proactively completing work on a user's behalf. This distinguishes them from [conversational interface agents](https://www.g2.com/categories/conversational-interface-agents), which are primarily focused on the human-to-system interaction layer, and from [chatbot software](https://www.g2.com/categories/chatbots), which handles reactive, turn-by-turn dialogue. AI agent builders are used across functions, including customer support, sales development, IT operations, HR, and back-office automation. They are deployed by technical and non-technical builders seeking to automate complex, multi-step business processes that previously required human judgment or coordination across multiple systems. These platforms typically offer a dedicated environment for designing agent logic and workflows, integration with enterprise systems such as [CRM software](https://www.g2.com/categories/crm), knowledge bases, ticketing systems, and external APIs, and tools for testing, observing, and iterating on agent behavior in production. To qualify for inclusion in the AI Agent Builders category, a product must: - Provide a dedicated environment for building and configuring AI agents, including defining goals, instructions, behaviors, and the tools or data sources agents can access - Enable agents to run multi-step, goal-directed workflows autonomously, not just respond to individual queries - Support integration with external systems, APIs, or enterprise data sources that agents can read from or write to as part of task execution - Integrate deeply with business systems, such as CRM or knowledge bases, ensuring data-driven and role-specific interactions - Offer tools to monitor, evaluate, and iterate on agent performance, such as logs, analytics dashboards, or testing environments - Allow for human-in-the-loop controls, including escalation paths, approval steps, or override mechanisms - Maintain security, compliance, and data privacy protocols appropriate for enterprise deployment ## Top AI Agent Builders Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) | 4.3/5.0 (1,159 reviews) | Salesforce-native autonomous agent building and deployment | "[Autonomous AI Agents That Streamline Workflows Across the Salesforce Ecosystem](https://www.g2.com/survey_responses/salesforce-agentforce-review-12739909)" | | 2 | [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) | 4.6/5.0 (6,110 reviews) | RPA-native agentic orchestration with human-in-the-loop | "[Extending RPA Capabilities with Agentic AI](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)" | | 3 | [OutSystems](https://www.g2.com/products/outsystems/reviews) | 4.5/5.0 (1,578 reviews) | Visual agentic app development with low-code | "[OutSystems Speeds Delivery with a Powerful Visual Low-Code Platform](https://www.g2.com/survey_responses/outsystems-review-12858810)" | | 4 | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5.0 (1,285 reviews) | — | "[Powerful Lakehouse for Big Data, Collaboration, and Efficient Pipelines](https://www.g2.com/survey_responses/databricks-review-12946286)" | | 5 | [ServiceNow AI Agents](https://www.g2.com/products/servicenow-ai-agents/reviews) | 4.3/5.0 (393 reviews) | ServiceNow-native agentic ITSM workflow automation | "[ServiceNow AI Agents Streamline Workflows and Reduce Manual Effort](https://www.g2.com/survey_responses/servicenow-ai-agents-review-12617915)" | | 6 | [Zapier](https://www.g2.com/products/zapier/reviews) | 4.5/5.0 (2,056 reviews) | No-code agent-building with cross-app workflow automation | "[Zapier has changed a lot recently!](https://www.g2.com/survey_responses/zapier-review-12997643)" | | 7 | [CloseBot](https://www.g2.com/products/closebot/reviews) | 4.8/5.0 (174 reviews) | Goal-based lead qualification and conversational appointment-booking | "[CloseBot Fixes the Gap Between Enquiry and Action](https://www.g2.com/survey_responses/closebot-review-12680018)" | | 8 | [Lindy](https://www.g2.com/products/lindy-lindy/reviews) | 4.9/5.0 (171 reviews) | No-code multi-step agent building with natural-language prompting | "[Effortless AI Automation, Perfect for Task Management](https://www.g2.com/survey_responses/lindy-review-12703079)" | | 9 | [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) | 4.5/5.0 (622 reviews) | No-code conversational agent deployment with trainable knowledge bases | "[Seamless Setup, User-Friendly AI Agents](https://www.g2.com/survey_responses/jotform-ai-agents-review-12869530)" | | 10 | [Asana](https://www.g2.com/products/asana/reviews) | 4.4/5.0 (13,191 reviews) | AI-automated cross-team workflow orchestration | "[Intuitive Dashboards and Seamless AI Integration](https://www.g2.com/survey_responses/asana-review-13045059)" | --- ## What Are the Most Common Questions About AI Agent Builders Software? *AI-generated · Last updated: May 26, 2026* ### Ai tools for building agents? Based on G2 reviews, buyers looking into AI agent builders most often mention tools that help automate support, sales follow-up, workflow execution, and data-heavy tasks without requiring deep engineering effort. According to verified users, strong options in this category stand out for low-code setup, integrations with systems like CRMs, knowledge bases, and collaboration tools, plus the ability to handle repetitive work at scale. G2 reviewers mention that some products are especially valued for conversational support and lead handling, while others are chosen for orchestration, document processing, or broader automation. The right fit depends on whether your priority is customer service, internal operations, voice automation, or cross-system workflow management. ### I want the easiest ai agent builder for onboarding agents, which software has the simplest UI? Based on G2 reviews, [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews/salesforce-agentforce-review-12854878) appears most often among recently reviewed eligible products, and verified users frequently describe setup as straightforward once testing is in place. According to verified users across the category, the easiest interfaces are usually described as low-code or no-code, with visual builders, guided setup, and minimal switching between tools. G2 reviewers mention that ease of use often comes down to whether teams need simple onboarding bots or more advanced workflows, because some platforms are intuitive for first builds but become more technical as complexity grows. For onboarding-focused agents, buyers should look for clear workflow builders, reusable templates, and integrations that reduce manual setup work. ### What’s the best ai agent builder platform for a non-coder to spin up customer support bots? Based on G2 reviews, non-coders usually favor platforms that pair easy setup with strong support use cases such as FAQ handling, ticket deflection, and always-on website chat. According to verified users, the strongest options for customer support bots reduce the need for heavy coding by offering drag-and-drop builders, prebuilt flows, and knowledge-base connections. G2 reviewers mention that support teams value tools that can answer routine questions quickly, escalate when needed, and maintain a natural conversation style. Ease of training and deployment is also a recurring theme in reviews, especially for teams without dedicated developers. The best fit depends on whether you need chat, voice, or omnichannel support automation inside your existing service workflow. **Here are some of the top-rated products on G2:** - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews/salesforce-agentforce-review-12856902) – often used to automate support queues, case deflection, and knowledge-base driven customer help - [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews/jotform-ai-agents-review-12805226) – frequently used for FAQ bots and customer support assistants with simple setup - [CloseBot](https://www.g2.com/products/closebot/reviews/closebot-review-12680437) – commonly used for conversational intake and appointment-booking support flows ### Ai agent builders comparison which platform has the most reliable multi-agent orchestration? Based on G2 reviews, reliability in multi-agent orchestration is most often tied to how well a platform manages workflows across agents, systems, and approvals rather than just chat responses. According to verified users, products in this category are praised when they can coordinate agents with automation layers, handle structured handoffs, and support more complex business processes without excessive manual intervention. G2 reviewers mention strengths such as orchestration dashboards, reusable agents, and the ability to connect AI-driven steps with traditional workflow logic. Buyers comparing platforms for this need should prioritize review signals around governance, workflow visibility, and cross-system execution, especially if the use case involves multiple teams, long-running processes, or a mix of AI and human-in-the-loop actions. ### Best ai agent builder app for mobile so i can manage and tweak agents from my phone? Based on G2 reviews, mobile management is mentioned less often than desktop workflow building, so buyers should expect stronger support for monitoring and light updates than full agent design from a phone. According to verified users, some platforms are appreciated for accessible interfaces, quick navigation, and integrations that keep key workflows visible even when away from a desk. G2 reviewers mention mobile usefulness mainly in the context of notifications, reviewing activity, staying on top of tasks, and responding quickly, while deeper workflow setup is still often easier on desktop. If mobile access matters, buyers should look for products with responsive interfaces, simple dashboards, and integrations that let teams monitor conversations, tasks, or automations without needing a full workstation. **Here are some of the top-rated products on G2:** - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews/salesforce-agentforce-review-12814554) – mentioned by users for organized workflows and interest in more mobile-friendly, on-the-go use - [Zapier](https://www.g2.com/products/zapier/reviews/zapier-review-12584216) – used to monitor and automate recurring tasks with lightweight troubleshooting and notifications ### Best no-code ai agent builder software to embed on my website chat widget? Based on G2 reviews, no-code buyers looking for website chat widgets tend to value fast setup, easy training, and the ability to answer visitor questions without constant human involvement. According to verified users, the best experiences come from platforms that let teams publish quickly, connect knowledge sources, and manage conversational flows without heavy engineering work. G2 reviewers mention website chat use cases such as customer support, lead qualification, intake, and booking, often highlighting drag-and-drop interfaces or simple setup steps. Buyers should pay close attention to review themes around embedding, branding, response quality, and whether the tool can manage repetitive queries while still escalating or handing off when conversations become more complex. **Here are some of the top-rated products on G2:** - [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews/jotform-ai-agents-review-12752794) – often used to create website chatbots from uploaded files or site content with minimal setup - [Botpress](https://www.g2.com/products/botpress/reviews/botpress-review-12418677) – frequently used for customer-facing chat flows that automate answers and improve lead capture - [CloseBot](https://www.g2.com/products/closebot/reviews/closebot-review-12680437) – commonly embedded for conversational intake, appointment booking, and real-time website responses ### Which ai agent builder is actually worth paying for if i want sales outreach agents, not just toy demos? Based on G2 reviews, [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews/salesforce-agentforce-review-12854878) shows the strongest recent review presence among eligible products, making it the clearest single-product signal for buyers looking beyond lightweight experimentation. According to verified users, platforms worth paying for are the ones tied to measurable workflow outcomes such as lead qualification, CRM updates, approvals, and follow-up automation rather than novelty demos. G2 reviewers mention that serious sales use cases depend on strong integrations, reliable execution, and the ability to work with live business data. Buyers should favor products repeatedly described as useful for lead handling, deal prep, or sales workflow automation, especially if they need a tool that can move from pilot to everyday operational use. ### Top-rated ai agent builder platforms for saas companies that need workflow automation? Based on G2 reviews, SaaS teams evaluating agent builders for workflow automation consistently focus on platforms that connect apps, reduce repetitive operational work, and let teams automate structured processes at scale. According to verified users, the most useful products in this scenario are those that support app integrations, orchestration, data movement, and reusable workflows across support, operations, and go-to-market teams. G2 reviewers mention benefits such as centralizing workflows, reducing manual handoffs, improving response consistency, and moving faster without depending on custom development for every new process. For SaaS environments, buyers should look for signals around integration breadth, workflow visibility, low-code setup, and support for scaling automations across multiple internal teams and customer-facing operations. **Here are some of the top-rated products on G2:** - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews/uipath-agentic-automation-review-12825539) – often used to automate end-to-end workflows that combine AI, RPA, and human review - [Zapier](https://www.g2.com/products/zapier/reviews/zapier-review-12669014) – frequently used by teams to connect apps, route leads, trigger follow-ups, and keep workflows synchronized - [n8n](https://www.g2.com/products/n8n/reviews/n8n-review-12691118) – commonly chosen for flexible workflow automation across APIs, data sources, and AI-driven processes ### What ai agent builder software do startups use for automated onboarding and product tours? Based on G2 reviews, startups tend to favor tools that are quick to stand up, easy to customize, and capable of handling onboarding steps or guided support without requiring large implementation teams. According to verified users, onboarding-related use cases often center on answering repetitive questions, guiding users through forms or setup flows, and reducing manual follow-up. G2 reviewers mention that startup teams value products with low-code builders, reusable workflows, and integrations that keep operational overhead down. For product-tour and onboarding scenarios, buyers should look for review evidence around conversational guidance, easy deployment, and the ability to keep customer or internal onboarding information consistent across channels while scaling beyond manual support. ### Cheapest ai agent builder tools that still have solid integrations with slack and hubspot? Based on G2 reviews, budget-conscious buyers still want strong integration depth, especially with go-to-market and collaboration tools. According to verified users, lower-cost or more cost-flexible options are often praised when they connect cleanly with Slack, CRMs, and other core business apps while remaining approachable for small teams. G2 reviewers mention that pricing pressure shows up frequently in this category, so buyers should weigh not only entry cost but also whether workflows, task volumes, or AI usage scale predictably. Affordable options are most attractive when they reduce manual work quickly and fit into existing workflows without requiring major engineering effort. For Slack and HubSpot-heavy teams, integration quality and ease of setup matter as much as sticker price. **Here are some of the top-rated products on G2:** - [Zapier](https://www.g2.com/products/zapier/reviews/zapier-review-12687921) – often used to connect HubSpot, Slack, and other tools for lead routing and workflow automation - [Relay.app](https://www.g2.com/products/relay-app/reviews/relay-app-review-12585150) – praised for easy workflow setup, affordability, and broad connections across common business tools - [n8n](https://www.g2.com/products/n8n/reviews/n8n-review-12845138) – valued for self-hosting flexibility and lower-cost automation across APIs and collaboration systems ## How Many AI Agent Builders Software Products Does G2 Track? **Total Products under this Category:** 375 ### Category Stats (Jul 2026) - **Average Rating**: 4.64/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: UiPath Agent Builder (+3.93%) - Among all products in this category, UiPath Agent Builder recorded the largest rating increase compared to last month *Last updated: July 03, 2026* ## How Does G2 Rank AI Agent Builders Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 83,500+ Authentic Reviews - 375+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which AI Agent Builders Software Is Best for Your Use Case? - **Leader:** [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) - **Highest Performer:** [CloseBot](https://www.g2.com/products/closebot/reviews) - **Easiest to Use:** [CloseBot](https://www.g2.com/products/closebot/reviews) - **Top Trending:** [n8n](https://www.g2.com/products/n8n/reviews) - **Best Free Software:** [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) --- **Sponsored** ### Cloudera Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights. The world’s largest brands across all industries rely on Cloudera to transform decision-making and ultimately boost bottom lines, safeguard against threats, and save lives. The Cloudera data and AI platform includes: Cloudera AI: Deploy and scale any AI model, anywhere. Cloudera brings compute to governed data where it lives for Private AI anywhere by design. Complete control, security, and governance of mission-critical data, models, agents, and inference ensure faster sovereign AI deployments. Cloudera Data-in-Motion: Make fast decisions from real-time data anywhere. Move data with any structure from any source to any destination seamlessly across hybrid environments, enabling in-the-moment business-critical decisions by processing and analyzing real-time data anywhere, from the edge to AI, as business happens. Cloudera Open Data Lakehouse: Process any data, anywhere, for actionable insights. Make smart decisions with an open data lakehouse powered by Apache Iceberg that delivers trusted, reliable, and unified data to fuel agents, AI applications, and analytics, improving collaboration, breaking silos, and simplifying sharing. Cloudera Unified Data Fabric: Unify security and governance across the entire data estate. Move beyond fragmented data management: Break down silos and connect disparate data sources intelligently and securely to provide a unified view of all organizational data and centralized end-to-end control across complex hybrid data environments. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1009956&secure%5Bchosen_at%5D=2026-07-03T14%3A10%3A35Z&secure%5Bdisplayable_resource_id%5D=1009956&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1009956&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1886&secure%5Bresource_id%5D=1009956&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fai-agent-builders%3Fpage%3D11&secure%5Btoken%5D=cfe331580f79e81f7285b20702ade48e024e6338c403ac258ed6bb155951f96d&secure%5Burl%5D=https%3A%2F%2Fwww.cloudera.com%2Fproducts%2Fcloudera-data-platform%2Fcdp-demos.html%3Finternal_link%3Dp18%23get-started&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated AI Agent Builders Software Products in 2026? ### 1. [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) Salesforce Agentforce is an enterprise agentic AI software platform that helps organizations build, deploy, manage, and govern AI agents that can autonomously assist customers, employees, and partners across digital and voice channels. Agentforce is designed for enterprises that want to operationalize AI agents at scale while maintaining control, security, and trust. It brings together humans, applications, AI models, and business data into a unified system where agents can reason, take action, and collaborate with people. The platform supports the full agent lifecycle—from creation and testing to deployment, supervision, and continuous improvement—using both low-code and pro-code tools. Agentforce is used by teams across customer service, sales, IT, operations, HR, marketing, and industry-specific workflows. Agentforce enables organizations to deploy AI agents that work continuously, execute business logic, and integrate with existing systems. Agents can handle structured and unstructured data, reason through complex tasks, and hand off to humans when needed. Key capabilities and components include: - Agent development and orchestration tools that support building, testing, deploying, supervising, and scaling AI agents using conversational, low-code, and pro-code experiences. - Hybrid reasoning architecture that combines deterministic workflows with large language model (LLM) reasoning to ensure predictable execution while handling nuance and natural language interactions. - Multichannel and voice support, allowing agents to engage users across web, mobile, chat, and phone with consistent behavior and brand-aligned voice experiences. - Intelligent Context processing, which extracts and structures information from unstructured and multimodal data sources so agents can respond accurately and take relevant actions. - Lifecycle management and supervision, including batch testing, performance monitoring, and tools to refine agent behavior over time. Agentforce includes built-in trust, governance, and security features to support enterprise requirements: - Configurable guardrails to reduce hallucinations, bias, and off-topic responses. - Data protection and governance controls such as grounding, access controls, auditability, and privacy safeguards. - Enterprise-grade reliability and compliance, built on the broader Salesforce platform. Common use cases include customer support automation, sales development, employee support, deep research tasks, coaching and learning, product recommendations, appointment scheduling, and event or attendee support. Agentforce can also be tailored for industry-specific workflows by leveraging existing data models, APIs, and business logic. Overall, Salesforce Agentforce is an enterprise agentic AI platform for organizations seeking to deploy trusted, autonomous digital labor that integrates with their existing systems and operates at scale. **Average Rating:** 4.3/5.0 **Total Reviews:** 1,159 **Who Is the Company Behind Salesforce Agentforce?** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (579,511 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Salesforce Developer, Salesforce Administrator - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 39% Mid-Market, 31% Enterprise #### What Are Recent G2 Reviews of Salesforce Agentforce? **"[Agentforce Makes Enterprise AI with Salesforce Truly Headless](https://www.g2.com/survey_responses/salesforce-agentforce-review-12717613)"** **Rating:** 4.0/5.0 stars *— Manjunath G.* [Read full review](https://www.g2.com/survey_responses/salesforce-agentforce-review-12717613) --- **"[Autonomous AI Agents That Streamline Workflows Across the Salesforce Ecosystem](https://www.g2.com/survey_responses/salesforce-agentforce-review-12739909)"** **Rating:** 5.0/5.0 stars *— Aniket N.* [Read full review](https://www.g2.com/survey_responses/salesforce-agentforce-review-12739909) --- ### 2. [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) UiPath (NYSE: PATH) is a global leader in agentic automation, empowering enterprises to harness the full potential of AI agents to autonomously execute and optimize complex business processes. The UiPath Platform™ uniquely combines controlled agency, developer flexibility, and seamless integration to help organizations scale agentic automation safely and confidently. Committed to security, governance, and interoperability, UiPath supports enterprises as they transition into a future where automation delivers on the full potential of AI to transform industries. For more information, visit www.uipath.com. Agentic testing is an AI-powered approach to software quality assurance that leverages autonomous agents to generate, execute, and evolve tests across the entire testing lifecycle. By partnering intelligent agents with human testers, agentic testing dramatically increases test coverage, accelerates release cycles, improves system resilience, and enables continuous testing at enterprise scale. It empowers teams to shift from manual, reactive testing to proactive, scalable quality engineering—driving faster innovation with higher confidence. **Average Rating:** 4.6/5.0 **Total Reviews:** 6,110 **Who Is the Company Behind UiPath Agentic Automation?** - **Seller:** [UiPath](https://www.g2.com/sellers/uipath) - **Company Website:** https://www.uipath.com - **Year Founded:** 2005 - **HQ Location:** New York - **Twitter:** @UiPath (108,104 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1523656/ (5,134 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** RPA Developer, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Enterprise, 29% Mid-Market #### What Are UiPath Agentic Automation's Pros and Cons? **Pros:** - Automation (383 reviews) - Ease of Use (369 reviews) - Automation Focus (300 reviews) - Automation Ease (254 reviews) - Efficiency (194 reviews) **Cons:** - Expensive (157 reviews) - Learning Curve (146 reviews) - Complexity (92 reviews) - Missing Features (90 reviews) - Pricing Issues (74 reviews) ### What Do G2 Reviewers Say About UiPath Agentic Automation? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of automation** with UiPath, enjoying its intuitive design and accessibility for all skill levels. - Users appreciate the **ease of use** of UiPath Agentic Automation, making complex workflows simple for everyone. - Users value the **easy automation capabilities** of UiPath, enhancing accessibility and enabling efficient project handling. - Users find the **automation ease** of UiPath Agentic Automation highly beneficial for streamlining daily tasks effortlessly. - Users appreciate the **efficiency** of UiPath Agentic Automation, effectively streamlining processes and reducing manual work across teams. **Cons:** - Users find the **licensing costs to be expensive** , especially compared to similar platforms with lower pricing. - Users find the **learning curve steep** due to complicated processes and insufficient resources for initial setup. - Users find the **complexity of setup and technical knowledge** challenging, which can hinder the overall user experience. - Users find the **missing features** in UiPath, such as modern folder access, hinder their overall experience. - Users express concerns over **increasing pricing issues** with UiPath Agentic Automation, noting higher costs and fewer discounts. #### What Are Recent G2 Reviews of UiPath Agentic Automation? **"[Transformative Automation with AI Decision Making](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416)"** **Rating:** 4.5/5.0 stars *— Arti P.* [Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416) --- **"[Extending RPA Capabilities with Agentic AI](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)"** **Rating:** 4.5/5.0 stars *— Muhammad A.* [Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861) --- #### What Are G2 Users Discussing About UiPath Agentic Automation? - [What are the most impactful use-cases of UiPath's RPA in automating repetitive business processes?](https://www.g2.com/discussions/what-are-the-most-impactful-use-cases-of-uipath-s-rpa-in-automating-repetitive-business-processes) - 2 comments - [What is robotic process automation RPA and when is it beneficial?](https://www.g2.com/discussions/what-is-robotic-process-automation-rpa-and-when-is-it-beneficial) - 1 comment - [Which business process can be automated with RPA?](https://www.g2.com/discussions/which-business-process-can-be-automated-with-rpa) - 2 comments - [What is RPA in UiPath?](https://www.g2.com/discussions/what-is-rpa-in-uipath) - 2 comments - [Is UiPath an RPA tool?](https://www.g2.com/discussions/is-uipath-an-rpa-tool) - 2 comments ### 3. [OutSystems](https://www.g2.com/products/outsystems/reviews) What if you could build custom, AI-powered solutions that fit your business perfectly, without the risk or costly lock-in? The OutSystems AI-powered low-code development platform eliminates the compromises of building and buying, enabling your teams to turn ideas into mission-critical applications and agents that drive revenue, efficiency, and customer impact. By combining a trusted low-code foundation with powerful AI capabilities, you can build custom solutions up to 10x faster, with the speed of innovation and control you need to compete in the AI-centric future. **Average Rating:** 4.5/5.0 **Total Reviews:** 1,578 **Who Is the Company Behind OutSystems?** - **Seller:** [OutSystems](https://www.g2.com/sellers/outsystems) - **Company Website:** https://www.outsystems.com - **Year Founded:** 2001 - **HQ Location:** Boston, MA - **Twitter:** @OutSystems (25,276 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/16663/ (2,209 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Developer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 40% Mid-Market, 35% Enterprise #### What Are OutSystems's Pros and Cons? **Pros:** - Ease of Use (156 reviews) - Speed of Development (127 reviews) - App Development (105 reviews) - Fast Development (100 reviews) - Speed (100 reviews) **Cons:** - Expensive (52 reviews) - Cost Issues (46 reviews) - Limited Customization (37 reviews) - Licensing Issues (36 reviews) - Missing Features (35 reviews) ### What Do G2 Reviewers Say About OutSystems? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of OutSystems, making development and implementation straightforward and efficient. - Users value the **speed of development** with OutSystems, enabling rapid creation of applications with ease and support. - Users praise **OutSystems' app development** for its speed and ease, enhancing productivity even for non-technical users. - Users love the **fast development** capabilities of OutSystems, enabling quick deployment and ease of use for all. - Users enjoy the **fast application development** with OutSystems, significantly reducing build time compared to traditional methods. **Cons:** - Users note the **high licensing costs** of OutSystems, expressing concerns over affordability and customization limitations. - Users are concerned about the **high licensing costs** and limited customization options with OutSystems. - Users find the **limited customization** options in OutSystems restrictive for tailored solutions and specific integrations. - Users are frustrated by the **high licensing costs** and limited customization options, leading to concerns about vendor lock-in. - Users note the **missing features** in OutSystems, wishing for improved UX/UI options and faster feature updates. #### What Are Recent G2 Reviews of OutSystems? **"[OutSystems Speeds Delivery with a Powerful Visual Low-Code Platform](https://www.g2.com/survey_responses/outsystems-review-12858810)"** **Rating:** 4.0/5.0 stars *— Faizan A.* [Read full review](https://www.g2.com/survey_responses/outsystems-review-12858810) --- **"[OutSystems: A Game-Changer for Swift, Scalable, and Personalized Development](https://www.g2.com/survey_responses/outsystems-review-8895217)"** **Rating:** 4.0/5.0 stars *— José R.* [Read full review](https://www.g2.com/survey_responses/outsystems-review-8895217) --- #### What Are G2 Users Discussing About OutSystems? - [What is OutSystems used for?](https://www.g2.com/discussions/what-is-outsystems-used-for) - 1 comment - [How much does OutSystems cost?](https://www.g2.com/discussions/how-much-does-outsystems-cost) - 2 comments - [Are OutSystems free?](https://www.g2.com/discussions/are-outsystems-free) - 6 comments - [What uses OutSystems?](https://www.g2.com/discussions/what-uses-outsystems) - 1 comment - [What is OutSystems platform?](https://www.g2.com/discussions/what-is-outsystems-platform) - 1 comment ### 4. [Databricks](https://www.g2.com/products/databricks/reviews) Databricks is a unified data and AI platform that helps organizations build, govern and scale data pipelines, analytics, machine learning, AI applications and agents. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and 70% of the Fortune 500 — rely on Databricks to work with enterprise data and AI at scale. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified platform that includes Agent Bricks, Lakeflow, Lakehouse, Lakebase, Genie and Unity Catalog. Founded in 2013 by the original creators of Apache Spark™, Delta Lake, MLflow and Unity Catalog, Databricks is built on an open lakehouse architecture that brings data, analytics and AI together. The platform is used by data engineers, data scientists, analysts, developers, machine learning teams, AI teams and business users to collaborate across the full data and AI lifecycle. Key Databricks capabilities include: - Data engineering: Build, automate and manage reliable batch, streaming and real-time data pipelines. - Analytics and business intelligence: Run SQL analytics, create dashboards and enable business teams to explore data. - Data governance: Discover, secure and manage data and AI assets across teams, clouds and workloads. - Machine learning and AI: Develop models, build generative AI applications and create production-grade AI agents. - Data applications: Build and deploy data-driven applications using governed enterprise data. Available across AWS, Azure and Google Cloud, Databricks helps organizations work across clouds, reduce data silos and simplify collaboration across teams and tools. Customers use Databricks for use cases such as customer personalization, fraud detection, predictive maintenance, real-time analytics, cybersecurity, healthcare research, financial risk management, supply chain optimization and AI-powered decision-making. Databricks is used across industries including financial services, healthcare and life sciences, retail, manufacturing, energy and the public sector. Organizations use the platform to modernize data infrastructure, accelerate AI adoption and turn enterprise data into business value. **Average Rating:** 4.6/5.0 **Total Reviews:** 1,285 **Who Is the Company Behind Databricks?** - **Seller:** [Databricks Inc.](https://www.g2.com/sellers/databricks-inc) - **Company Website:** https://databricks.com - **Year Founded:** 2013 - **HQ Location:** San Francisco, CA - **Twitter:** @databricks (92,269 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3477522/ (15,627 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer, Data Analyst - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 48% Enterprise, 38% Mid-Market #### What Are Databricks's Pros and Cons? **Pros:** - Features (288 reviews) - Ease of Use (278 reviews) - Integrations (189 reviews) - Collaboration (150 reviews) - Data Management (150 reviews) **Cons:** - Learning Curve (112 reviews) - Expensive (97 reviews) - Steep Learning Curve (96 reviews) - Missing Features (69 reviews) - Complexity (64 reviews) ### What Do G2 Reviewers Say About Databricks? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **seamless integration** of Databricks with AWS, enhancing their data management and processing capabilities. - Users love the **ease of use** of Databricks, seamlessly integrating with various services for efficient data management. - Users appreciate the **seamless integration with AWS and Azure** , enhancing collaboration and efficiency in data management. - Users value the **excellent collaboration** features of Databricks, enhancing teamwork and real-time project alignment. - Users value the **effective data management features** of Databricks, simplifying their workflows and enhancing decision-making. **Cons:** - Users find the **steep learning curve** of Databricks challenging, impacting onboarding and widespread organizational use. - Users find the **costs for Databricks quite high** , especially when working with large datasets, impacting overall satisfaction. - Users face a **steep learning curve** with Databricks, making initial adoption and resource management challenging. - Users express frustration over **missing features** in Databricks, limiting its effectiveness for complex deployments and custom setups. - Users often face **complexity due to a steep learning curve** and challenges with integration and documentation in Databricks. #### What Are Recent G2 Reviews of Databricks? **"[Great Spark Scaling, But Slow Cluster Boot Times](https://www.g2.com/survey_responses/databricks-review-12905667)"** **Rating:** 5.0/5.0 stars *— Raj P.* [Read full review](https://www.g2.com/survey_responses/databricks-review-12905667) --- **"[Powerful Lakehouse for Big Data, Collaboration, and Efficient Pipelines](https://www.g2.com/survey_responses/databricks-review-12946286)"** **Rating:** 4.5/5.0 stars *— Konjengbam M.* [Read full review](https://www.g2.com/survey_responses/databricks-review-12946286) --- #### What Are G2 Users Discussing About Databricks? - [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) - 3 comments - [What is Databricks unified analytics platform?](https://www.g2.com/discussions/what-is-databricks-unified-analytics-platform) - 3 comments - [What is Lakehouse in Databricks?](https://www.g2.com/discussions/what-is-lakehouse-in-databricks) - 4 comments, 2 upvotes - [What are the features of Databricks?](https://www.g2.com/discussions/what-are-the-features-of-databricks) - 4 comments, 2 upvotes ### 5. [ServiceNow AI Agents](https://www.g2.com/products/servicenow-ai-agents/reviews) ServiceNow AI Agents act autonomously to get work done across IT, HR, customer service, app development, and every corner of your business. They proactively solve problems, drive exponential productivity, and handle everything from routine tasks to complex, multi-step processes. Built on a unified, open platform that combines AI, data, workflows, and security, ServiceNow AI Agents have real-time access to enterprise data from 450+ systems. Grounded in your business context, rules, and knowledge, they don't just recommend next steps. They execute work across any system in your enterprise, governed by your policies at every step. Choose from out-of-the-box agents or build custom ones with AI Agent Studio using natural language. Set guardrails, automate workflows, and deploy AI with governance and security built in from day one. The AI Agent Orchestrator coordinates teams of specialized agents to handle complex, multi-step workflows that single-agent solutions can't manage. For over 20 years, ServiceNow has powered work for the world's leading companies. 85% of the Fortune 500 trust ServiceNow, powering 80 billion workflows annually and over 100,000 AI use cases. Put AI to work for your people with ServiceNow. **Average Rating:** 4.3/5.0 **Total Reviews:** 393 **Who Is the Company Behind ServiceNow AI Agents?** - **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow) - **Company Website:** https://www.servicenow.com/ - **Year Founded:** 2004 - **HQ Location:** Santa Clara, CA - **Twitter:** @servicenow (55,548 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/29352/ (35,081 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 34% Enterprise, 17% Mid-Market #### What Are ServiceNow AI Agents's Pros and Cons? **Pros:** - Efficiency (21 reviews) - Ease of Use (17 reviews) - Messaging Automation (14 reviews) - Easy Integrations (11 reviews) - Helpful (7 reviews) **Cons:** - Inaccuracy (10 reviews) - Poor Understanding (9 reviews) - Complex Configuration (8 reviews) - Limited AI (8 reviews) - Complex Usability (5 reviews) ### What Do G2 Reviewers Say About ServiceNow AI Agents? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **efficiency** of ServiceNow AI Agents, simplifying tasks and enhancing productivity in workflows. - Users appreciate the **ease of use** of ServiceNow AI Agents, enhancing efficiency with quick automation and seamless integration. - Users value the **automation of repetitive tasks** with ServiceNow AI Agents, enhancing efficiency and reducing workload for teams. - Users appreciate the **easy integrations** of ServiceNow AI Agents, seamlessly enhancing existing workflows and improving efficiency. - Users appreciate the **efficiency and automation** of ServiceNow AI Agents, enhancing workflow management and speeding up issue resolution. **Cons:** - Users are disappointed with the **inaccuracy** of ServiceNow AI Agents, as they struggle with context and real-world applications. - Users find **poor understanding** from ServiceNow AI Agents, struggling with nuanced questions and requiring extensive setup and customization. - Users find the **complex configuration** of ServiceNow AI Agents challenging, as it demands significant time and effort for setup. - Users find that ServiceNow AI Agents can be **rigid and limited** , struggling with complex or nuanced scenarios and requiring extensive setup. - Users find the **setup process complex** , requiring extensive knowledge and often struggling with nuanced requests. #### What Are Recent G2 Reviews of ServiceNow AI Agents? **"[ServiceNow AI Agents Streamline Workflows and Reduce Manual Effort](https://www.g2.com/survey_responses/servicenow-ai-agents-review-12617915)"** **Rating:** 4.5/5.0 stars *— Pradip G.* [Read full review](https://www.g2.com/survey_responses/servicenow-ai-agents-review-12617915) --- **"[Native AI agents that finally run on governed platform data](https://www.g2.com/survey_responses/servicenow-ai-agents-review-12776657)"** **Rating:** 5.0/5.0 stars *— rajesh s.* [Read full review](https://www.g2.com/survey_responses/servicenow-ai-agents-review-12776657) --- ### 6. [Zapier](https://www.g2.com/products/zapier/reviews) Zapier is the #1 workflow automation platform for businesses that want to grow faster by maximizing the efficiency of their teams, tools, and processes without relying on development teams. With our new visual editor, free Filter and Formatter tasks for more control, and reduced task-based pricing, you're going love automating with Zapier. It's free to sign up — no credit card required — and creating your first workflow, what we call a "Zap," is just a few clicks away. Since 2011, over 2 million business have turned to Zapier for their automation needs, including: lead management, sales pipeline, marketing campaigns, customer support, data management, project management, and tickets and incidents. **Average Rating:** 4.5/5.0 **Total Reviews:** 2,056 **Who Is the Company Behind Zapier?** - **Seller:** [Zapier](https://www.g2.com/sellers/zapier) - **Company Website:** https://zapier.com - **Year Founded:** 2011 - **HQ Location:** San Francisco, CA - **Twitter:** @zapier (95,859 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/zapier (1,473 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Owner, CEO - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 70% Small-Business, 24% Mid-Market #### What Are Zapier's Pros and Cons? **Pros:** - Ease of Use (302 reviews) - Automation (273 reviews) - Integrations (214 reviews) - Easy Integrations (180 reviews) - Time-saving (149 reviews) **Cons:** - Expensive (125 reviews) - Complexity (107 reviews) - Pricing Issues (100 reviews) - Learning Curve (54 reviews) - Integration Issues (50 reviews) ### What Do G2 Reviewers Say About Zapier? *AI-generated summary from verified user reviews* **Pros:** - Users find Zapier's **ease of use** exceptional, making automation and app connections simple and accessible for everyone. - Users appreciate the **seamless automation** of Zapier, enhancing efficiency by connecting various apps without manual tasks. - Users love Zapier's **huge range of integrations** , effortlessly connecting tools and automating daily tasks with ease. - Users find Zapier's **easy integrations** invaluable, streamlining workflows between tools and enhancing productivity effortlessly. - Users value Zapier for its **time-saving automation** , streamlining workflows and reducing repetitive tasks effortlessly. **Cons:** - Users find Zapier's **high cost** challenging, especially for small projects needing premium features for full functionality. - Users find the **complexity of setup and troubleshooting** challenging, especially without extensive automation experience and data. - Users find **pricing issues** with Zapier, feeling higher subscription costs limit access to valuable advanced features. - Users find the **learning curve steep** due to the overwhelming number of integrations and options available. - Users encounter **integration issues** with Zapier, often due to API troubles and occasional automation failures. #### What Are Recent G2 Reviews of Zapier? **"[Zapier has changed a lot recently!](https://www.g2.com/survey_responses/zapier-review-12997643)"** **Rating:** 4.5/5.0 stars *— Yauhen D.* [Read full review](https://www.g2.com/survey_responses/zapier-review-12997643) --- **"[Easy to Use with a Huge Range of Integrations](https://www.g2.com/survey_responses/zapier-review-12938138)"** **Rating:** 4.0/5.0 stars *— Richard D.* [Read full review](https://www.g2.com/survey_responses/zapier-review-12938138) --- #### What Are G2 Users Discussing About Zapier? - [What is Zapier used for?](https://www.g2.com/discussions/what-is-zapier-used-for) - 3 comments - [Is Zapier an app?](https://www.g2.com/discussions/is-zapier-an-app) - 4 comments - [What does Zapier cost?](https://www.g2.com/discussions/what-does-zapier-cost) - 2 comments - [How good is Zapier?](https://www.g2.com/discussions/how-good-is-zapier) - 2 comments - [What can Zapier do?](https://www.g2.com/discussions/what-can-zapier-do) - 2 comments, 2 upvotes ### 7. [CloseBot](https://www.g2.com/products/closebot/reviews) The Leading Conversational AI Agent Builder Platform to Qualify Leads and Book Meetings 24/7 CloseBot is a cutting-edge conversational AI platform designed to revolutionize how businesses interact with their leads and customers across multiple channels. It stands out as a powerful tool, particularly for businesses using platforms like GoHighLevel, offering a robust and user-friendly solution for automating communication, qualifying leads, booking appointments, and providing exceptional customer service. Utilizes an objective-based AI system where you define specific goals for the bot to achieve during conversations, such as lead qualification or appointment booking. This allows the bot to dynamically adapt its responses and prompting to meet those objectives, leading to more focused and effective interactions. Seamless integration with GoHighLevel, enabling automatic contact tagging and the mapping of collected information to custom fields within GoHighLevel. This integration streamlines data management and allows for triggering automations within GoHighLevel based on CloseBot interactions. Integrates with a knowledge base where you can upload documents or provide website URLs for the AI to learn from and reference during conversations. This allows the bot to provide accurate and specific information about your business, products, or services. Smart follow-up capabilities that allow you to automate follow-up messages based on the context of the conversation. This ensures that leads and customers receive timely and relevant communication, improving engagement and conversion opportunities. Built with a dynamic prompting algorithm that works in the background to create effective prompts based on your objectives and the flow of the conversation. This reduces the complexity of manual prompt engineering, allowing users to focus on defining their desired outcomes rather than crafting intricate instructions. **Average Rating:** 4.8/5.0 **Total Reviews:** 174 **Who Is the Company Behind CloseBot?** - **Seller:** [CloseBot](https://www.g2.com/sellers/closebot) - **Company Website:** https://closebot.com/ - **Year Founded:** 2023 - **HQ Location:** Everett, WA - **LinkedIn® Page:** https://www.linkedin.com/company/closebot-ai/ (17 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Founder - **Top Industries:** Marketing and Advertising, Real Estate - **Company Size:** 52% Small-Business, 5% Mid-Market #### What Are CloseBot's Pros and Cons? **Pros:** - Ease of Use (18 reviews) - Easy Setup (11 reviews) - Automation (6 reviews) - 24/7 Support (3 reviews) - AI Integration (3 reviews) **Cons:** - Bot Functionality (3 reviews) - Limited Customization (3 reviews) - Complexity (2 reviews) - Difficult Setup (2 reviews) - Integration Issues (2 reviews) ### What Do G2 Reviewers Say About CloseBot? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of CloseBot, enabling efficient setup and management with minimal effort required. - Users value the **easy setup** of CloseBot, enabling quick implementation with minimal effort for their teams. - Users value the **seamless automation** of CloseBot, enhancing productivity and simplifying sales processes effortlessly. - Users value the **24/7 support** of CloseBot, ensuring instant assistance and confidence for seamless operations. - Users value the **AI integration** of CloseBot, enhancing lead capture and automating sales processes effectively. **Cons:** - Users find that CloseBot has **limited bot functionality** , as it can give irrelevant responses and lacks voice interaction. - Users feel that **limited customization** options hinder CloseBot's usability and wish for deeper personalization features. - Users note that **initial setup and complexity** can be challenging, making integration and nuanced tasks more difficult. - Users find the **difficult setup** of CloseBot involves a steep learning curve and extensive trial and error. - Users experience **integration issues** with CloseBot, noting instability and reliability concerns after upgrades. #### What Are Recent G2 Reviews of CloseBot? **"[CloseBot Turns Conversations Into Booked Business—A Consistent Sales Assistant](https://www.g2.com/survey_responses/closebot-review-12679782)"** **Rating:** 5.0/5.0 stars *— Hans A.* [Read full review](https://www.g2.com/survey_responses/closebot-review-12679782) --- **"[CloseBot Fixes the Gap Between Enquiry and Action](https://www.g2.com/survey_responses/closebot-review-12680018)"** **Rating:** 5.0/5.0 stars *— Bruce P.* [Read full review](https://www.g2.com/survey_responses/closebot-review-12680018) --- ### 8. [Lindy](https://www.g2.com/products/lindy-lindy/reviews) Lindy is an AI workflow automation platform that helps businesses streamline operations by handling repetitive tasks at scale. With Lindy, you can build AI agents—without writing a single line of code—to automate tasks like responding to emails, scheduling meetings, enriching leads, recording and summarizing calls, and more. Key Features: ✅ No-Code AI Agent Builder – Create custom AI-powered assistants in minutes. ✅ 200+ App Integrations – Connect seamlessly with your CRM, email, calendar, and other business tools. ✅ End-to-End Automation – Automate outreach, data entry, meeting summaries, and follow-ups. ✅ Get Started with a Template – Hundred of templates to help you deploy AI agents as executive assistants, customer support chatbots, medical scribes, sales assistants, and more. ✅ Scalable & Adaptable – Customize workflows to fit your business needs, from small teams to enterprises. Check it out at lindy.ai **Average Rating:** 4.9/5.0 **Total Reviews:** 171 **Who Is the Company Behind Lindy?** - **Seller:** [Lindy](https://www.g2.com/sellers/lindy) - **Year Founded:** 2023 - **HQ Location:** San Francisco, California, United States - **Twitter:** @getlindy (24,175 Twitter followers) - **LinkedIn® Page:** https://fr.linkedin.com/company/lindyai (53 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Founder - **Top Industries:** Marketing and Advertising, Consulting - **Company Size:** 79% Small-Business, 5% Mid-Market #### What Are Lindy's Pros and Cons? **Pros:** - Ease of Use (125 reviews) - Automation (57 reviews) - Intuitive (44 reviews) - Time-saving (42 reviews) - Easy Setup (41 reviews) **Cons:** - Expensive (42 reviews) - High Subscription Cost (35 reviews) - Learning Curve (21 reviews) - Limited Features (14 reviews) - AI Inaccuracy (9 reviews) ### What Do G2 Reviewers Say About Lindy? *AI-generated summary from verified user reviews* **Pros:** - Users find Lindy's **ease of use** remarkable, enabling effortless setup and intuitive automation for diverse tasks. - Users benefit from Lindy's **efficient automation** , allowing for quicker setups and streamlined workflows for enhanced productivity. - Users find Lindy's interface and setup to be **intuitive** , making task organization and automation effortless for beginners. - Users love how Lindy offers **time-saving capabilities** , allowing quick setups for efficient task automation and team building. - Users find Lindy to have an **easy setup** , allowing quick agent deployment and enhancing productivity effortlessly. **Cons:** - Users find Lindy **quite expensive** with limited credits, especially problematic during initial workflow setups and agent errors. - Users find the **high subscription costs** to be a significant barrier, particularly for non-US users and scaling businesses. - Users find the **steep learning curve** of Lindy challenging, complicating user adaptation and workflow setup. - Users find the **limited credit system** quite restrictive, hindering their full experience of Lindy's software. - Users find that **AI inaccuracy** in Lindy leads to costly errors and frustrating misunderstandings during agent building. #### What Are Recent G2 Reviews of Lindy? **"[Effortless AI Automation, Perfect for Task Management](https://www.g2.com/survey_responses/lindy-review-12703079)"** **Rating:** 4.0/5.0 stars *— Naqeeb K.* [Read full review](https://www.g2.com/survey_responses/lindy-review-12703079) --- **"[Lindy.ai is Like Hiring a Virtual Assistant Team for a Fraction of the Cost](https://www.g2.com/survey_responses/lindy-review-11790383)"** **Rating:** 4.5/5.0 stars *— Vera Lúcia H.* [Read full review](https://www.g2.com/survey_responses/lindy-review-11790383) --- ### 9. [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) Jotform AI Agents are automated real-time assistants designed to help your users at any time of day or night. AI Agents are the future of customer service. Train and customize your own personal AI Agent to enhance user engagement, improve response times, and streamline support operations. With Jotform’s intuitive, no-code AI builder, you can easily train and customize your own AI Agent to match your brand voice, support workflows, and respond with the exact information your users need. Simply provide key details, documents, FAQs, or form data, and your AI Agent will learn from this context to deliver accurate, personalized interactions. This level of customization helps teams improve response times, boost user satisfaction, and streamline support operations across every stage of the customer journey. One of the platform’s most powerful advantages is its extensive library of 7,000+ customizable AI Agent templates. These ready-made templates provide an easy starting point for a wide variety of use cases, including customer support, onboarding, lead qualification, appointment scheduling, product education, internal training, and more. Each template can be fully personalized with your own instructions, tone, workflows, and industry-specific knowledge—allowing you to deploy high-performing AI Agents in minutes. Jotform AI Agents provide 24/7 automated assistance, ensuring your customers receive instant support even outside of business hours. While you sleep, your AI Agents continue working—handling inquiries, resolving issues, collecting information, and providing accurate responses around the clock. This continuous availability reduces wait times, increases engagement, and helps teams keep up with growing demand. With multichannel support, Jotform AI Agents can operate wherever your users are. Deploy your agents across web, chat widgets, email, phone, WhatsApp, Messenger, Gmail, WordPress, and other communication channels for a unified, consistent support experience. This omnichannel flexibility ensures that your users always receive real-time assistance—no matter the device or platform. For teams requiring voice-based interactions, Jotform offers powerful phone and SMS capabilities. AI Agents can handle incoming calls, conduct natural voice conversations, answer questions, and transcribe spoken messages—all with a friendly, human-like tone. This makes Jotform AI Agents ideal for customer service hotlines, appointment reminders, phone-based support, and automated phone menus. AI Agents can also perform customizable actions based on your workflows. Define specific behaviors, triggers, follow-up steps, or automated tasks for your agent to execute. Whether you want it to qualify leads, send emails, update CRM records, route inquiries, generate reports, or collect data through forms, your AI Agent follows your rules precisely. By combining real-time automation, no-code customization, multichannel support, and intelligent communication, Jotform AI Agents help organizations scale their customer experience effortlessly. Whether you’re a small business or a global enterprise, AI Agents provide the speed, accuracy, and availability needed to support users at every moment. **Average Rating:** 4.5/5.0 **Total Reviews:** 622 **Who Is the Company Behind Jotform AI Agents?** - **Seller:** [Jotform](https://www.g2.com/sellers/jotform) - **Company Website:** https://www.jotform.com/ - **Year Founded:** 2006 - **HQ Location:** San Francisco, California - **Twitter:** @Jotform (39,289 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3541463/ (901 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Owner, CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 72% Small-Business, 12% Mid-Market #### What Are Jotform AI Agents's Pros and Cons? **Pros:** - Ease of Use (267 reviews) - Easy Setup (173 reviews) - Artificial Intelligence (164 reviews) - Helpful (157 reviews) - Setup Ease (152 reviews) **Cons:** - AI Limitations (121 reviews) - Limited AI Capabilities (74 reviews) - Limited Features (66 reviews) - Inadequate AI Features (65 reviews) - Poor Understanding (60 reviews) ### What Do G2 Reviewers Say About Jotform AI Agents? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Jotform AI Agents, appreciating simple setups and personalized customizations. - Users find the **easy setup** of Jotform AI Agents simplifies client onboarding and enhances training efficiency. - Users appreciate the **easy setup** of Jotform AI Agents, allowing quick integration and efficient client onboarding. - Users find Jotform AI Agents **extremely helpful** , significantly streamlining survey creation and task management for various needs. - Users appreciate the **straightforward setup process** of Jotform AI Agents, enhancing their overall experience and efficiency. **Cons:** - Users find the **AI limitations** frustrating, particularly with understanding specifications and workflow flexibility. - Users experience **limited AI capabilities** , struggling with specific workflows and accurate understanding of diverse user input. - Users find the **limited features** of Jotform AI Agents restrictive, impacting their ability to customize workflows effectively. - Users find the **inadequate AI features** of Jotform AI Agents limiting, causing confusion and frustration in interactions. - Users experience **poor understanding** from Jotform AI Agents, leading to frustration due to inaccuracies and confusion in responses. #### What Are Recent G2 Reviews of Jotform AI Agents? **"[Seamless Setup, User-Friendly AI Agents](https://www.g2.com/survey_responses/jotform-ai-agents-review-12869530)"** **Rating:** 5.0/5.0 stars *— Michael K.* [Read full review](https://www.g2.com/survey_responses/jotform-ai-agents-review-12869530) --- **"[Economical and Efficient Customer Support Solution](https://www.g2.com/survey_responses/jotform-ai-agents-review-13029696)"** **Rating:** 4.5/5.0 stars *— Ash P.* [Read full review](https://www.g2.com/survey_responses/jotform-ai-agents-review-13029696) --- ### 10. [Asana](https://www.g2.com/products/asana/reviews) Asana is a leading work management platform for human + AI collaboration. Over 170,000 customers like Accenture, Amazon, Anthropic, and Suzuki rely on Asana to align teams and accelerate organizational impact. Whether it’s managing strategic initiatives, cross-functional programs, or company-wide goals, Asana helps organizations bring clarity to complexity—turning plans into action with AI working alongside teams every step of the way. To learn more, visit www.asana.com. **Average Rating:** 4.4/5.0 **Total Reviews:** 13,191 **Who Is the Company Behind Asana?** - **Seller:** [Asana](https://www.g2.com/sellers/asana) - **Company Website:** https://asana.com - **Year Founded:** 2008 - **HQ Location:** San Francisco, CA - **Twitter:** @Asana (119,913 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/807257/ (4,369 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Project Manager, Owner - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 57% Small-Business, 31% Mid-Market #### What Are Asana's Pros and Cons? **Pros:** - Ease of Use (1382 reviews) - Task Management (1379 reviews) - Project Management (1248 reviews) - Team Collaboration (1113 reviews) - Task Tracking (1027 reviews) **Cons:** - Missing Features (562 reviews) - Learning Curve (555 reviews) - Limited Features (498 reviews) - Not Intuitive (360 reviews) - Task Management (351 reviews) ### What Do G2 Reviewers Say About Asana? *AI-generated summary from verified user reviews* **Pros:** - Users find Asana's **ease of use** essential for collaboration, helping teams stay organized and aligned effortlessly. - Users value Asana for its **effective task management** , helping teams stay organized and avoid burnout in daily activities. - Users appreciate the **workflow features** of Asana, finding it user-friendly for managing projects and team collaboration. - Users appreciate the **effective team collaboration** features of Asana, enhancing their ability to connect projects and initiatives. - Users find Asana's **task tracking features** intuitive and efficient, supporting seamless organization and time management. **Cons:** - Users express frustration with the **missing features** in Asana, particularly for rules duplication and time tracking. - Users experience a **steep learning curve** with Asana's organization and export functionalities, leading to frustration and confusion. - Users note the **limited features** in Asana, especially with advanced tools available only in pricier plans. - Users find the **UI clunky and unintuitive** , making navigation and task management more difficult than necessary. - Users find the **search functionality lacking** , making it hard to locate tasks and projects efficiently. #### What Are Recent G2 Reviews of Asana? **"[Intuitive Dashboards and Seamless AI Integration](https://www.g2.com/survey_responses/asana-review-13045059)"** **Rating:** 5.0/5.0 stars *— Claudia A.* [Read full review](https://www.g2.com/survey_responses/asana-review-13045059) --- **"[Brings Structure and Visibility to Cross-Functional Workflows](https://www.g2.com/survey_responses/asana-review-12188411)"** **Rating:** 4.5/5.0 stars *— Raamamirtham S.* [Read full review](https://www.g2.com/survey_responses/asana-review-12188411) --- #### What Are G2 Users Discussing About Asana? - [How does Asana help organizations track OKRs and strategic goals?](https://www.g2.com/discussions/how-does-asana-help-organizations-track-okrs-and-strategic-goals) - 1 comment, 2 upvotes - [What apps and tools does Asana integrate with?](https://www.g2.com/discussions/what-apps-and-tools-does-asana-integrate-with) - 1 comment, 2 upvotes - [How does Asana use AI to help teams manage work?](https://www.g2.com/discussions/how-does-asana-use-ai-to-help-teams-manage-work) - 1 comment, 2 upvotes - [What makes Asana different from other project management and work management tools?](https://www.g2.com/discussions/what-makes-asana-different-from-other-project-management-and-work-management-tools) - 1 comment, 2 upvotes - [Is Asana worth it?](https://www.g2.com/discussions/is-asana-worth-it) - 12 comments, 18 upvotes ### 11. [Retell AI](https://www.g2.com/products/retell-ai/reviews) Retell AI is a powerful conversational AI platform designed to automate voice, SMS, and chat interactions with natural, humanlike performance. Built on top of your choice of large language models (LLMs), Retell allows teams to spin up real-time AI agents that handle calls, trigger messaging workflows, and integrate seamlessly into your existing systems—all without writing code. At its core, Retell delivers Voice Agent Automation that feels indistinguishable from speaking with a real person. Calls are handled by LLM-native agents that respond within 600 milliseconds, support multi-turn logic, and operate across 31+ languages with native-quality speech. You can build and manage your own agent flows using an intuitive drag-and-drop builder that supports IVR trees, dynamic transfers, real-time webhooks, and CRM integration. Whether you’re scheduling appointments, answering FAQs, or qualifying leads, these agents are fast, reliable, and production-ready. Beyond voice, Retell also enables SMS and chat automation. Agents can send contextual messages during or after phone calls, or operate as standalone text/chat bots. You can use Twilio numbers or bring your own for outbound campaigns, enabling flexible, multi-channel engagement. To ensure quality and insight, Retell offers built-in testing and QA tools. You can simulate conversations, A/B test call flows, and monitor live call data through detailed dashboards. Track CSAT, latency, sentiment, and conversation outcomes—all in one place. Voice agents can be deployed via Twilio, SIP, branded caller ID, or embedded using Retell’s web SDKs. Unlike legacy IVR or scripted systems, Retell is built from the ground up to be AI-native and fully customizable. Whether you’re in healthcare, logistics, fintech, or customer support, Retell’s platform lets you scale personalized conversations across channels—boosting customer satisfaction and reducing operational costs. **Average Rating:** 4.8/5.0 **Total Reviews:** 2,582 **Who Is the Company Behind Retell AI?** - **Seller:** [Retell AI](https://www.g2.com/sellers/retell-ai) - **Company Website:** https://www.retellai.com - **Year Founded:** 2023 - **HQ Location:** Palo Alto, US - **Twitter:** @retellai (3,181 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/retellai/ (121 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Founder - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 3% Small-Business, 0% Mid-Market #### What Are Retell AI's Pros and Cons? **Pros:** - Ease of Use (494 reviews) - Helpful (144 reviews) - User Interface (142 reviews) - Integrations (119 reviews) - Simple (112 reviews) **Cons:** - Missing Features (116 reviews) - Expensive (87 reviews) - Learning Curve (80 reviews) - Limited Features (66 reviews) - Poor Understanding (64 reviews) ### What Do G2 Reviewers Say About Retell AI? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** in setting up prompts and connecting external applications seamlessly. - Users appreciate the **ease of use** of Retell AI, highlighting its smooth functionality and beginner-friendly interface. - Users appreciate the **straightforward interface** of Retell AI, noting its fast learning curve and helpful design. - Users appreciate the **easy integration capabilities** of Retell AI, simplifying workflow creation and application connections. - Users love the **simple setup** of Retell AI, making it accessible for both beginners and professionals alike. **Cons:** - Users desire **missing features** like diverse voices, native Australian numbers, and more CRM integrations for Retell AI. - Users find Retell AI to be **expensive** compared to alternatives, with added costs for testing the voice agent. - Users face a **steep learning curve** with Retell AI, finding initial confusion with features and technical documentation. - Users feel that Retell AI has **limited features** which hinder functionality and workflow efficiency significantly. - Users experience a **poor understanding** of conversation types, leading to inefficient flow management and unfulfilled expectations. #### What Are Recent G2 Reviews of Retell AI? **"[Property Management Made Easy!](https://www.g2.com/survey_responses/retell-ai-review-13024552)"** **Rating:** 5.0/5.0 stars [Read full review](https://www.g2.com/survey_responses/retell-ai-review-13024552) --- **"[Polished UX for Building Autonomous AI Call Agents with Twilio & Telnyx Integrations](https://www.g2.com/survey_responses/retell-ai-review-12722058)"** **Rating:** 5.0/5.0 stars *— Rishav K.* [Read full review](https://www.g2.com/survey_responses/retell-ai-review-12722058) --- ### 12. [ClickUp](https://www.g2.com/products/clickup/reviews) ClickUp is the world’s first Converged AI Workspace, bringing together all work apps, data, and workflows. ClickUp eliminates all forms of work sprawl to provide 100% context and a single place for humans and agents to work, together. Trusted by more than 20 million users worldwide, ClickUp is on a mission to maximize human productivity. **Average Rating:** 4.6/5.0 **Total Reviews:** 12,377 **Who Is the Company Behind ClickUp?** - **Seller:** [ClickUp](https://www.g2.com/sellers/clickup) - **Company Website:** https://ClickUp.com - **Year Founded:** 2017 - **HQ Location:** San Diego, California - **Twitter:** @clickup (69,539 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/12949663/ (1,526 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Project Manager - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 77% Small-Business, 19% Mid-Market #### What Are ClickUp's Pros and Cons? **Pros:** - Ease of Use (4220 reviews) - Task Management (3219 reviews) - Features (3119 reviews) - Project Management (2788 reviews) - Organization (2589 reviews) **Cons:** - Missing Features (2039 reviews) - Learning Curve (1751 reviews) - Limited Features (1334 reviews) - Not Intuitive (1181 reviews) - Slow Loading (1156 reviews) ### What Do G2 Reviewers Say About ClickUp? *AI-generated summary from verified user reviews* **Pros:** - Users find ClickUp's **ease of use** crucial for effective collaboration, organization, and streamlined project management. - Users value the **robust task management** of ClickUp, enhancing organization, productivity, and team collaboration effectively. - Users value the **robust and extensive features** of ClickUp, enhancing productivity and tailoring workflows to their needs. - Users value the **flexibility and integration** of ClickUp for seamless project management and team collaboration. - Users appreciate ClickUp for its **effective organization** , streamlining collaboration and task management on a single platform. **Cons:** - Users find that **many features are locked behind a paywall** , limiting accessibility and complicating their workflow. - Users note a **steep learning curve** for beginners, making initial adjustments to the system challenging. - Users find ClickUp has **limited features** , lacking integrations and flexibility in plans for individual users. - Users find ClickUp **not intuitive** , often struggling to navigate features and manage their workspace efficiently. - Users often experience **slow loading** times in ClickUp, which can hinder their overall productivity and workflow. #### What Are Recent G2 Reviews of ClickUp? **"[ClickUp: The Best, Best-Value Hub for Organizing Our Agency](https://www.g2.com/survey_responses/clickup-review-13058852)"** **Rating:** 5.0/5.0 stars *— Daniel R.* [Read full review](https://www.g2.com/survey_responses/clickup-review-13058852) --- **"[Excellent tool for managing projects](https://www.g2.com/survey_responses/clickup-review-13055497)"** **Rating:** 4.5/5.0 stars *— Javier V.* [Read full review](https://www.g2.com/survey_responses/clickup-review-13055497) --- #### What Are G2 Users Discussing About ClickUp? - [What features of ClickUp make it a preferred choice for project management in agile teams?](https://www.g2.com/discussions/what-features-of-clickup-make-it-a-preferred-choice-for-project-management-in-agile-teams) - 6 comments, 6 upvotes - [What is ClickUp used for?](https://www.g2.com/discussions/what-is-clickup-used-for) - 10 comments, 4 upvotes - [Does Google use ClickUp?](https://www.g2.com/discussions/does-google-use-clickup) - 4 comments, 3 upvotes - [Who uses ClickUp?](https://www.g2.com/discussions/who-uses-clickup) - 14 comments, 4 upvotes - [Is ClickUp really free?](https://www.g2.com/discussions/is-clickup-really-free) - 12 comments, 3 upvotes ### 13. [Guru](https://www.g2.com/products/guru/reviews) Guru is the AI Source of Truth for your company—an AI knowledge platform that connects everything your teams know, makes it accessible everywhere you work, and keeps it accurate automatically. Guru unifies your company’s apps, chats, and docs into one governed knowledge layer, delivering cited, permission-aware answers, chat, and research across Slack, Teams, your browser, or even other AIs like ChatGPT and Claude. Every answer is grounded in verified knowledge, with built-in verification and lineage to ensure trust, compliance, and confidence at scale. Connect your knowledge. Access it everywhere. Build trust—automatically. **Average Rating:** 4.7/5.0 **Total Reviews:** 2,257 **Who Is the Company Behind Guru?** - **Seller:** [Guru](https://www.g2.com/sellers/guru) - **Company Website:** https://www.getguru.com - **Year Founded:** 2013 - **HQ Location:** Philadelphia, PA - **Twitter:** @Guru_HQ (4,242 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5129180/ (2,457 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Customer Service Representative, Customer Success Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Mid-Market, 29% Enterprise #### What Are Guru's Pros and Cons? **Pros:** - Ease of Use (742 reviews) - Helpful (418 reviews) - Comprehensive Information (315 reviews) - Easy Access (298 reviews) - Information Accuracy (287 reviews) **Cons:** - Search Functionality (152 reviews) - Inefficient Search (149 reviews) - Search Functionality Issues (138 reviews) - Inefficient Searching (136 reviews) - Organizational Challenges (110 reviews) ### What Do G2 Reviewers Say About Guru? *AI-generated summary from verified user reviews* **Pros:** - Users find Guru's **ease of use** impressive, making information retrieval and navigation simple and intuitive. - Users find Guru's **ease of use and customization** essential for boosting team productivity and integrating with tools. - Users value the **comprehensive information** in Guru, allowing for efficient access to product and admin details. - Users appreciate the **easy access** to vital information, enhancing productivity and user experience across various tasks. - Users value the **information accuracy** of Guru, ensuring quick and effective customer support through reliable data integration. **Cons:** - Users experience **slow search functionality** with large content volumes, making information organization challenging and time-consuming. - Users find the **search inefficiency** in Guru frustrating, especially with large content, complicating information organization. - Users experience **search functionality issues** with slow results and intrusive browser extension, complicating information retrieval. - Users struggle with **inefficient searching** in Guru, often needing specific keywords to locate necessary cards. - Users find that **organizational challenges** arise from slow search results and inconsistent access across collections, complicating navigation. #### What Are Recent G2 Reviews of Guru? **"[Automated Verification Keeps Our Knowledge Repository Trustworthy](https://www.g2.com/survey_responses/guru-review-12959405)"** **Rating:** 5.0/5.0 stars *— Dairon P.* [Read full review](https://www.g2.com/survey_responses/guru-review-12959405) --- **"[A fast and user-friendly knowledge platform with room to grow](https://www.g2.com/survey_responses/guru-review-11254414)"** **Rating:** 5.0/5.0 stars *— Iasmin L.* [Read full review](https://www.g2.com/survey_responses/guru-review-11254414) --- #### What Are G2 Users Discussing About Guru? - [What does Guru do?](https://www.g2.com/discussions/what-does-guru-do) - 3 comments - [How do I use the Guru app?](https://www.g2.com/discussions/how-do-i-use-the-guru-app) - 1 upvote - [What is Guru platform?](https://www.g2.com/discussions/guru-what-is-guru-platform) - 2 comments - [What is Guru software?](https://www.g2.com/discussions/what-is-guru-software) - 1 upvote ### 14. [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models and traditional machine learning into a powerful studio spanning the AI lifecycle. With watsonx.ai, you can build, train, validate, tune and deploy generative AI, foundation models and machine learning capabilities with ease and build AI applications in a fraction of the time with a fraction of the data. **Average Rating:** 4.4/5.0 **Total Reviews:** 133 **Who Is the Company Behind IBM watsonx.ai?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Company Website:** https://www.ibm.com - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Consultant - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 41% Small-Business, 31% Enterprise #### What Are IBM watsonx.ai's Pros and Cons? **Pros:** - Ease of Use (67 reviews) - Model Variety (29 reviews) - AI Integration (28 reviews) - Features (26 reviews) - AI Capabilities (23 reviews) **Cons:** - Difficult Learning (20 reviews) - Complexity (19 reviews) - Learning Curve (19 reviews) - Expensive (17 reviews) - Complex Setup (15 reviews) ### What Do G2 Reviewers Say About IBM watsonx.ai? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of IBM watsonx.ai, enjoying its intuitive setup and seamless integration. - Users value the **variety of model training options** offered by IBM watsonx.ai, enhancing customization and integration with workflows. - Users value the **seamless integration of enterprise-grade AI** in IBM watsonx.ai, enhancing decision-making and operational efficiency. - Users appreciate the **enterprise-grade AI integration** of IBM watsonx.ai, enhancing their ability to train models effectively. - Users value the **enterprise-grade AI capabilities** of IBM watsonx.ai, enhancing reliability and scalability in real-world applications. **Cons:** - Users find the **difficult learning** curve of IBM watsonx.ai challenging, especially for those without technical expertise. - Users find the **complexity of setup** in IBM watsonx.ai challenging, especially for small teams and beginners. - Users find the **steep learning curve** of IBM watsonx.ai challenging, particularly for those without technical expertise. - Users find the product **expensive** and complex, making it less suitable for small teams and beginners. - Users find the **complex setup** of IBM watsonx.ai challenging, particularly for beginners and small teams. #### What Are Recent G2 Reviews of IBM watsonx.ai? **"[Enterprise-Ready AI with Strong Governance and Flexible Model Support](https://www.g2.com/survey_responses/ibm-watsonx-ai-review-12773148)"** **Rating:** 4.0/5.0 stars *— Arkajit D.* [Read full review](https://www.g2.com/survey_responses/ibm-watsonx-ai-review-12773148) --- **"[Comprehensive AI Platform with Steep Learning Curve](https://www.g2.com/survey_responses/ibm-watsonx-ai-review-12555087)"** **Rating:** 4.5/5.0 stars *— Prashant Kumar S.* [Read full review](https://www.g2.com/survey_responses/ibm-watsonx-ai-review-12555087) --- ### 15. [Notion](https://www.g2.com/products/notion/reviews) Notion is the connected AI workspace that brings all work together in a tool that adapts to every team—with AI to find answers and automate busywork. It's one place for search, manage projects, capture notes and company knowledge, and collaborate as a team. Millions love Notion because it increases productivity, reduces tools & costs, and empowers everyone to do their best work. Unlike fragmented, rigid software, Notion connects work into one tool that’s customizable and people love to use. Now you have beautiful tools to build your life’s work. **Average Rating:** 4.6/5.0 **Total Reviews:** 11,019 **Who Is the Company Behind Notion?** - **Seller:** [Notion](https://www.g2.com/sellers/notion-7effc4fe-47b3-4888-8ef0-ce4addda94db) - **Company Website:** https://www.notion.com/ - **Year Founded:** 2016 - **HQ Location:** San Francisco, California - **Twitter:** @NotionHQ (518,653 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/notionhq/ (5,802 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Student - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 60% Small-Business, 25% Mid-Market #### What Are Notion's Pros and Cons? **Pros:** - Ease of Use (4751 reviews) - Features (2739 reviews) - AI Features (2436 reviews) - Useful (2353 reviews) - Organization (2247 reviews) **Cons:** - Learning Curve (1895 reviews) - Limited Features (1027 reviews) - Learning Difficulty (941 reviews) - Missing Features (934 reviews) - Usage Limitations (851 reviews) ### What Do G2 Reviewers Say About Notion? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** in Notion, finding it intuitive and flexible for collaboration and organization. - Users appreciate **Notion's versatile organization features** , enabling seamless project management, documentation, and enhanced writing support. - Users appreciate the **AI integration** in Notion, enhancing productivity and simplifying tasks like lesson planning and summarizing. - Users value the **intuitive and versatile design** of Notion, enhancing organization and productivity in their business workflows. - Users praise the **organization features** of Notion, which significantly enhance workflow and productivity across various projects. **Cons:** - Users find the **learning curve steep** in Notion, with editing and navigation proving to be frustrating challenges. - Users find Notion's **limited features** lacking, wishing for more options and integrations for enhanced creativity. - Users find the **learning difficulty** in Notion challenging, especially with navigation and formatting features. - Users find **missing features** in Notion frustrating, as several enhancements could significantly improve the overall experience. - Users experience **usage limitations** in Notion, finding it challenging to manage large projects and execute basic tasks. #### What Are Recent G2 Reviews of Notion? **"[The Tool That Finally Made Me Look Organized](https://www.g2.com/survey_responses/notion-review-13061798)"** **Rating:** 5.0/5.0 stars *— Taylor M.* [Read full review](https://www.g2.com/survey_responses/notion-review-13061798) --- **"[A Flexible Workspace That Adapts to Any Workflow](https://www.g2.com/survey_responses/notion-review-13060080)"** **Rating:** 4.0/5.0 stars *— Parveen C.* [Read full review](https://www.g2.com/survey_responses/notion-review-13060080) --- ### 16. [Microsoft Copilot Studio](https://www.g2.com/products/microsoft-microsoft-copilot-studio/reviews) Microsoft Copilot Studio is a low-code platform designed to empower users to create and customize AI-driven agents that automate tasks and processes across various applications and services. By leveraging natural language processing and generative AI, Copilot Studio enables the development of intelligent agents capable of handling complex workflows, enhancing productivity, and streamlining operations within organizations. Key Features and Functionality: - Low-Code Development: Offers an intuitive graphical interface that allows users to build agents without extensive coding knowledge, making AI development accessible to a broader audience. - Integration with Microsoft Ecosystem: Seamlessly connects with Microsoft 365 applications, Azure services, and other platforms, enabling agents to interact with existing tools and data sources. - Customizable Agents: Users can tailor agents to specific business needs by defining custom workflows, integrating with APIs, and utilizing pre-built or custom connectors. - Multi-Channel Deployment: Agents can be deployed across various channels, including websites, mobile apps, social media platforms, and internal business applications, ensuring broad accessibility. - Advanced Analytics and Monitoring: Provides dashboards and AI-driven insights to monitor agent performance, user interactions, and effectiveness, facilitating continuous improvement. Primary Value and Solutions Provided: Microsoft Copilot Studio addresses the need for efficient automation and intelligent assistance within organizations. By enabling the creation of custom AI agents, it helps businesses: - Enhance Productivity: Automate repetitive tasks and processes, allowing employees to focus on higher-value activities. - Improve Customer Engagement: Deploy agents that provide instant support and information to customers across multiple channels, enhancing satisfaction and responsiveness. - Streamline Operations: Integrate agents with existing systems to facilitate seamless workflows and data management, reducing manual intervention and errors. - Foster Innovation: Empower teams to develop and iterate on AI solutions rapidly, promoting a culture of innovation and continuous improvement. By providing a versatile and user-friendly platform for AI agent development, Microsoft Copilot Studio enables organizations to harness the power of artificial intelligence to solve complex challenges and drive business success. **Average Rating:** 4.4/5.0 **Total Reviews:** 153 **Who Is the Company Behind Microsoft Copilot Studio?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 39% Small-Business, 33% Enterprise #### What Are Microsoft Copilot Studio's Pros and Cons? **Pros:** - Ease of Use (51 reviews) - Easy Integrations (24 reviews) - Easy Setup (17 reviews) - AI Integration (15 reviews) - Automation (15 reviews) **Cons:** - Expensive (11 reviews) - Limited Customization (11 reviews) - Learning Curve (10 reviews) - Complex Workflows (8 reviews) - Integration Issues (8 reviews) ### What Do G2 Reviewers Say About Microsoft Copilot Studio? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Microsoft Copilot Studio, enabling quick setup and low-code development for AI projects. - Users appreciate the **easy integrations** of Microsoft Copilot Studio, enhancing productivity through seamless Microsoft 365 connectivity. - Users praise the **easy setup** of Microsoft Copilot Studio, finding it quick and straightforward for optimal use. - Users appreciate the **easy-to-use low-code development** of Microsoft Copilot Studio for fast AI project deployment. - Users appreciate the **flexible automation** offered by Microsoft Copilot Studio, enhancing productivity and maintaining compliance effortlessly. **Cons:** - Users find the **pricing structures expensive** , especially challenging for smaller organizations and new users unfamiliar with Microsoft’s ecosystem. - Users find **limited customization** options, leading to a frustrating experience with less flexibility in personalizing their workflow. - Users face a **steep learning curve** when trying to master advanced features and integrations, causing some frustration. - Users find that **complex workflows** in Microsoft Copilot Studio often lead to performance issues and integration challenges. - Users face **integration issues** that complicate setup, making it time-consuming and challenging, especially for newcomers. #### What Are Recent G2 Reviews of Microsoft Copilot Studio? **"[Fast, Low-Code Custom Copilots with Smooth Microsoft Integrations](https://www.g2.com/survey_responses/microsoft-copilot-studio-review-12896245)"** **Rating:** 4.0/5.0 stars *— Balram T.* [Read full review](https://www.g2.com/survey_responses/microsoft-copilot-studio-review-12896245) --- **"[Seamless Integration with Room for UX Improvement](https://www.g2.com/survey_responses/microsoft-copilot-studio-review-12737098)"** **Rating:** 4.0/5.0 stars *— Babu S.* [Read full review](https://www.g2.com/survey_responses/microsoft-copilot-studio-review-12737098) --- #### What Are G2 Users Discussing About Microsoft Copilot Studio? - [Is power virtual agents included in Office 365?](https://www.g2.com/discussions/is-power-virtual-agents-included-in-office-365) - [What is a power virtual agent session?](https://www.g2.com/discussions/what-is-a-power-virtual-agent-session) - [Is Microsoft Power virtual agents free?](https://www.g2.com/discussions/is-microsoft-power-virtual-agents-free) - [What can power virtual agents do?](https://www.g2.com/discussions/what-can-power-virtual-agents-do) - 1 comment ### 17. [Workato](https://www.g2.com/products/workato/reviews) Workato is the #1-rated iPaaS and the leader in Enterprise MCP — the platform enterprises trust to unify integration, automation, and AI in one secure, cloud-native runtime. Trusted by over 12,000 customers including half the Fortune 500, Workato connects every system, process, and data source with 14,000+ pre-built connectors. What sets Workato apart: Enterprise MCP turns proven business processes into governed, agent-ready skills that any AI agent — Claude, ChatGPT, Cursor, or custom-built — can execute safely and predictably. No rip-and-replace required. Whether modernizing legacy integrations or deploying agentic AI at scale, Workato delivers the orchestration, governance, and trust needed in the enterprise. **Average Rating:** 4.7/5.0 **Total Reviews:** 749 **Who Is the Company Behind Workato?** - **Seller:** [Workato](https://www.g2.com/sellers/workato) - **Company Website:** https://www.workato.com - **Year Founded:** 2013 - **HQ Location:** Mountain View, California - **Twitter:** @Workato (3,641 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3675685 (1,401 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Mid-Market, 33% Enterprise #### What Are Workato's Pros and Cons? **Pros:** - Ease of Use (240 reviews) - Easy Integrations (173 reviews) - Integrations (171 reviews) - Features (156 reviews) - Automation (149 reviews) **Cons:** - Complexity (70 reviews) - Learning Curve (58 reviews) - Data Limitations (55 reviews) - Missing Features (55 reviews) - Steep Learning Curve (48 reviews) ### What Do G2 Reviewers Say About Workato? *AI-generated summary from verified user reviews* **Pros:** - Users find Workato's **ease of use** exceptional, simplifying automation processes even for those without technical expertise. - Users find the **easy integrations** of Workato greatly simplify automation, saving time and boosting productivity. - Users appreciate the **ease of integrating applications** with Workato, simplifying complex workflows and saving valuable time. - Users value the **user-friendly design** of Workato, enhancing efficiency in automating complex business processes seamlessly. - Users love the **ease of automation** with Workato, enabling seamless integrations and saving valuable time on repetitive tasks. **Cons:** - Users often find the **complexity** of Workato's features and pricing structure challenging, especially for beginners. - Users find the **learning curve steep** due to complex workflows and confusing onboarding, which can be overwhelming. - Users find **data limitations** in Workato restrictive, especially regarding email caps and file size constraints. - Users find **missing features** in Workato, especially with limited connectors and restrictions on email sends, challenging. - Users find the **steep learning curve** of Workato overwhelming, especially during the challenging onboarding process. #### What Are Recent G2 Reviews of Workato? **"[Workato helps us building complex integrations at lightning speed.](https://www.g2.com/survey_responses/workato-review-10305521)"** **Rating:** 5.0/5.0 stars *— Sreenath B.* [Read full review](https://www.g2.com/survey_responses/workato-review-10305521) --- **"[The Platform That Grew With Us](https://www.g2.com/survey_responses/workato-review-12941177)"** **Rating:** 5.0/5.0 stars *— Anshu b.* [Read full review](https://www.g2.com/survey_responses/workato-review-12941177) --- #### What Are G2 Users Discussing About Workato? - [What does Workato do?](https://www.g2.com/discussions/what-does-workato-do) - [How much does Workato cost?](https://www.g2.com/discussions/how-much-does-workato-cost) - 1 comment - [What is a Workato recipe?](https://www.g2.com/discussions/what-is-a-workato-recipe) - 3 comments - [What is Workato used for?](https://www.g2.com/discussions/what-is-workato-used-for) ### 18. [Postman](https://www.g2.com/products/postman/reviews) Postman is the world’s leading API platform, used by more than 40 million developers and 500,000 organizations to build, test, and manage APIs at scale. With Postman, teams collaborate efficiently across the entire API lifecycle, including design, development, testing, security, documentation, and governance. The platform helps ensure consistency, quality, and enterprise-grade control. Postman also offers Agent Mode (beta), built on AWS Bedrock and trained with AWS SageMaker. Agent Mode enables developers to use natural language to debug requests, organize collections, document APIs, and automate workflows without switching tools or writing custom scripts. **Average Rating:** 4.6/5.0 **Total Reviews:** 1,745 **Who Is the Company Behind Postman?** - **Seller:** [Postman](https://www.g2.com/sellers/postman) - **Year Founded:** 2014 - **HQ Location:** San Francisco, CA - **Twitter:** @getpostman (55,430 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3795851/ (3,450 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Software Developer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 39% Mid-Market, 35% Small-Business #### What Are Postman's Pros and Cons? **Pros:** - Ease of Use (467 reviews) - API Testing (394 reviews) - API Management (304 reviews) - Testing (278 reviews) - Testing Efficiency (276 reviews) **Cons:** - Slow Performance (222 reviews) - Performance Issues (202 reviews) - Slow Loading (145 reviews) - Resource Limitations (131 reviews) - Limited Features (120 reviews) ### What Do G2 Reviewers Say About Postman? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** in Postman, facilitating quick testing, debugging, and collaboration for APIs. - Users appreciate the **intuitive and user-friendly API testing** capabilities of Postman, enhancing efficiency and collaboration. - Users value the **smooth API lifecycle** in Postman, facilitating efficient testing, mocking, and automation for projects. - Users praise Postman for its **intuitive testing capabilities** , making API management effortless and efficient for teams. - Users value the **testing efficiency** of Postman, finding it intuitive and easy for managing APIs and workflows. **Cons:** - Users experience **slow performance** with Postman, especially when dealing with large or complex projects, impacting efficiency. - Users report **performance issues** with Postman, noting it can be heavy on system resources and slow with syncing. - Users often find Postman **slow to load** , particularly with large collections and multiple tabs open, impacting efficiency. - Users notice that **resource limitations** in Postman can hinder performance, especially with large collections and limited hardware. - Users feel that Postman has **limited features** in the free tier, restricting access for smaller teams. #### What Are Recent G2 Reviews of Postman? **"[The easiest way I've found to work with APIs](https://www.g2.com/survey_responses/postman-review-13046207)"** **Rating:** 4.5/5.0 stars *— Miguel F.* [Read full review](https://www.g2.com/survey_responses/postman-review-13046207) --- **"[Streamlining API Testing and Development](https://www.g2.com/survey_responses/postman-review-12958633)"** **Rating:** 5.0/5.0 stars *— Srinath R.* [Read full review](https://www.g2.com/survey_responses/postman-review-12958633) --- #### What Are G2 Users Discussing About Postman? - [What is Postman used for?](https://www.g2.com/discussions/what-is-postman-used-for) - 8 comments, 2 upvotes ### 19. [n8n](https://www.g2.com/products/n8n/reviews) n8n is a workflow automation platform built for technical teams operationalizing AI. Built for technical teams, it offers 500+ integrations, custom code flexibility, and self-hosting options. With 180k+ Github Stars and a thriving community, n8n enables teams to build production-ready automation workflows that bridge AI with real business processes. **Average Rating:** 4.7/5.0 **Total Reviews:** 281 **Who Is the Company Behind n8n?** - **Seller:** [n8n GmbH](https://www.g2.com/sellers/n8n-gmbh) - **Company Website:** https://n8n.io - **Year Founded:** 2019 - **HQ Location:** Berlin, Berlin - **Twitter:** @n8n_io (81,824 Twitter followers) - **LinkedIn® Page:** https://linkedin.com/company/n8n (999 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Founder, CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 78% Small-Business, 17% Mid-Market #### What Are n8n's Pros and Cons? **Pros:** - Ease of Use (77 reviews) - Automation (72 reviews) - Integrations (42 reviews) - Workflow Management (36 reviews) - Features (35 reviews) **Cons:** - Learning Curve (39 reviews) - Difficult Learning (23 reviews) - Missing Features (17 reviews) - Limitations (14 reviews) - Poor Interface Design (14 reviews) ### What Do G2 Reviewers Say About n8n? *AI-generated summary from verified user reviews* **Pros:** - Users find n8n **incredibly easy to use** , appreciating its intuitive interface and helpful troubleshooting tools. - Users praise n8n for its **flexible, open-source workflow automation** , enabling easy setup and powerful custom integrations. - Users value the **extensive integrations** offered by n8n, enabling seamless automation across various tools and platforms. - Users praise the **flexibility and user-friendly workflow builder** of n8n, enhancing efficiency and management of complex tasks. - Users commend n8n for its **powerful all-in-one capabilities** , enabling extensive automation and upskilling in various technologies. **Cons:** - Users find the **learning curve steep** for n8n, especially for non-developers managing complex workflows. - Users struggle with the **difficult learning** curve of n8n, finding it challenging for non-developers to navigate effectively. - Users face **missing features** in n8n, particularly in cost-control measures and clearer AI usage warnings, affecting learning. - Users find the **limitations of the cloud service** frustrating, especially regarding custom nodes and technical setup requirements. - Users find the **interface design lacking** , feeling it hinders productivity and complicates workflow management. #### What Are Recent G2 Reviews of n8n? **"[Open-Source Powerhouse with Great MCP Integration and a Massive Community](https://www.g2.com/survey_responses/n8n-review-12845138)"** **Rating:** 4.5/5.0 stars *— Harsh S.* [Read full review](https://www.g2.com/survey_responses/n8n-review-12845138) --- **"[n8n: Intuitive Visual Workflows with Powerful Custom JavaScript and Self-Hosting Control](https://www.g2.com/survey_responses/n8n-review-12809735)"** **Rating:** 5.0/5.0 stars *— Sunil S.* [Read full review](https://www.g2.com/survey_responses/n8n-review-12809735) --- #### What Are G2 Users Discussing About n8n? - [How do you use N8N?](https://www.g2.com/discussions/how-do-you-use-n8n) - [Who uses n8n?](https://www.g2.com/discussions/who-uses-n8n) - [Is n8n open source?](https://www.g2.com/discussions/is-n8n-open-source) - [What does n8n do?](https://www.g2.com/discussions/what-does-n8n-do) - 3 comments ### 20. [MindStudio](https://www.g2.com/products/mindstudio/reviews) MindStudio is a powerful no-code platform that makes it easy for teams and creators to design, build, and deploy custom AI agents, chatbots, and applications — without writing a single line of code. Whether you’re building an internal tool, automating workflows, enhancing customer support, or launching a new AI-powered product, MindStudio gives you everything you need to go from idea to production in minutes. With MindStudio, you can connect your data, design conversational flows, and integrate with APIs or existing systems — all through an intuitive visual interface. Our platform is built for flexibility and scalability, enabling startups, enterprises, and creators alike. Key Features: 🧠 No-Code AI Builder: Create powerful AI apps and agents visually — no programming required. ⚙️ Custom Workflows & Integrations: Connect 600+ third-party apps, tools, and data sources for smarter automation and seamless integration with existing workflows. 🔍 LLM Flexibility: Use OpenAI GPT-4, Google Gemini, Anthropic Claude, and other 200+ leading models to power your applications. 📊 Analytics & Optimization: Monitor performance and continuously improve your AI’s results. Trusted by enterprises, professionals, and individuals worldwide, MindStudio is redefining how businesses build with AI. **Average Rating:** 4.9/5.0 **Total Reviews:** 26 **Who Is the Company Behind MindStudio?** - **Seller:** [MindStudio](https://www.g2.com/sellers/mindstudio) - **Company Website:** https://mindstudio.ai/ - **Year Founded:** 2023 - **HQ Location:** N/A - **Twitter:** @mindstudioai (28 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/mindstudioai/ (56 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Consulting, Marketing and Advertising - **Company Size:** 85% Small-Business, 8% Mid-Market #### What Are MindStudio's Pros and Cons? **Pros:** - Ease of Use (22 reviews) - Intuitive (13 reviews) - Time Efficiency (10 reviews) - Time-Saving (9 reviews) - Automation Excellence (8 reviews) **Cons:** - Missing Features (5 reviews) - Integration Issues (4 reviews) - Learning Curve (4 reviews) - Limited Features (3 reviews) - Overwhelming Features (2 reviews) ### What Do G2 Reviewers Say About MindStudio? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of MindStudio, making AI agent creation accessible for everyone. - Users love the **intuitive design** of MindStudio, making it accessible for both technical and non-technical users. - Users value the **time efficiency** of MindStudio, streamlining tasks and enhancing productivity across projects. - Users value **time-saving features** of MindStudio, enabling rapid development and efficient project execution with ease. - Users value the **automation excellence** of MindStudio, enabling rapid prototyping and impactful AI agent deployment effortlessly. **Cons:** - Users note the **missing features** like advanced analytics and integrations, wishing for enhanced platform capabilities. - Users face **integration issues** with MindStudio, particularly regarding interaction with other platforms and advanced website integration. - Users find the **initial learning curve** of MindStudio challenging, requiring time to master its extensive features and customization. - Users experience **limited customization features** in MindStudio, hindering creative experimentation and flexibility during projects. - Users find the **overwhelming features** of MindStudio challenging, especially during the initial learning curve and organization. #### What Are Recent G2 Reviews of MindStudio? **"[MindStudio: Intuitive, Robust, and Community-Driven](https://www.g2.com/survey_responses/mindstudio-review-12304187)"** **Rating:** 5.0/5.0 stars *— Lori K.* [Read full review](https://www.g2.com/survey_responses/mindstudio-review-12304187) --- **"[Mindstudio: An excellent tool to build powerful agents](https://www.g2.com/survey_responses/mindstudio-review-12320072)"** **Rating:** 5.0/5.0 stars *— De Beer D.* [Read full review](https://www.g2.com/survey_responses/mindstudio-review-12320072) --- ### 21. [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection. **Average Rating:** 4.3/5.0 **Total Reviews:** 652 **Who Is the Company Behind Gemini Enterprise Agent Platform?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Who Uses This:** Software Engineer, Data Scientist - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 42% Small-Business, 31% Enterprise #### What Are Gemini Enterprise Agent Platform's Pros and Cons? **Pros:** - Ease of Use (108 reviews) - Features (77 reviews) - Machine Learning (76 reviews) - Model Variety (69 reviews) - Integrated Platform (66 reviews) **Cons:** - Expensive (58 reviews) - Complexity (48 reviews) - Learning Curve (48 reviews) - Complexity Issues (43 reviews) - Difficult Learning (42 reviews) ### What Do G2 Reviewers Say About Gemini Enterprise Agent Platform? *AI-generated summary from verified user reviews* **Pros:** - Users find the **ease of use** of Gemini Enterprise Agent Platform greatly enhances productivity and workflow efficiency. - Users value the **multimodal capabilities** of Gemini, enhancing productivity by integrating machine learning tasks into a single platform. - Users value the **multimodal capabilities** of Gemini, enhancing productivity in software development and automation projects. - Users value the **multimodal capabilities** of Gemini, enhancing productivity and streamlining software development and automation projects. - Users value the **integrated platform** of Gemini for unifying workflows and enhancing productivity across various tasks. **Cons:** - Users find the **pricing elusive** , leading to unexpected bills if resource usage isn't closely monitored. - Users find the **complexity of Vertex AI** overwhelming, especially when navigating settings and advanced features. - Users find the **learning curve challenging** initially, particularly with resource organization and complex features in Gemini. - Users find the **complexity of settings** and steep learning curve of Gemini Enterprise Agent Platform challenging and costly. - Users find the **difficult learning curve** of Gemini Enterprise Agent Platform challenging, especially for new and inexperienced users. #### What Are Recent G2 Reviews of Gemini Enterprise Agent Platform? **"[Vertex AI Streamlines ML Training and Deployment with a Unified, Feature-Rich Platform](https://www.g2.com/survey_responses/gemini-enterprise-agent-platform-review-12437893)"** **Rating:** 5.0/5.0 stars *— Danyal A.* [Read full review](https://www.g2.com/survey_responses/gemini-enterprise-agent-platform-review-12437893) --- **"[Seamless Google Suite Integration for Everyday Work](https://www.g2.com/survey_responses/gemini-enterprise-agent-platform-review-12855480)"** **Rating:** 4.5/5.0 stars *— Shubham S.* [Read full review](https://www.g2.com/survey_responses/gemini-enterprise-agent-platform-review-12855480) --- #### What Are G2 Users Discussing About Gemini Enterprise Agent Platform? - [What is Google Cloud AI Platform used for?](https://www.g2.com/discussions/what-is-google-cloud-ai-platform-used-for) - 3 comments, 4 upvotes - [What software libraries does cloud ML engine support?](https://www.g2.com/discussions/what-software-libraries-does-cloud-ml-engine-support) - 3 comments, 4 upvotes - [How do I use Google cloud platform for machine learning?](https://www.g2.com/discussions/how-do-i-use-google-cloud-platform-for-machine-learning) - [Is Google Cloud AI free?](https://www.g2.com/discussions/is-google-cloud-ai-free) - [What is Google AI platform?](https://www.g2.com/discussions/what-is-google-ai-platform) - 2 comments, 2 upvotes ### 22. [Relay.app](https://www.g2.com/products/relay-app/reviews) Relay.app is the easiest way for anyone to build an AI team that works for you. **Average Rating:** 4.9/5.0 **Total Reviews:** 88 **Who Is the Company Behind Relay.app?** - **Seller:** [Relay.app](https://www.g2.com/sellers/relay-app) - **Year Founded:** 2021 - **HQ Location:** San Francisco, CA - **Twitter:** @relay (1,495 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/tryrelayapp (36 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Consulting, Computer Software - **Company Size:** 83% Small-Business, 13% Mid-Market #### What Are Relay.app's Pros and Cons? **Pros:** - Ease of Use (14 reviews) - Automation (7 reviews) - Quick Setup (6 reviews) - Simple (6 reviews) - User Interface (5 reviews) **Cons:** - Limited Integrations (5 reviews) - Expensive (3 reviews) - Missing Features (3 reviews) - Inaccuracy (2 reviews) - Learning Curve (2 reviews) ### What Do G2 Reviewers Say About Relay.app? *AI-generated summary from verified user reviews* **Pros:** - Users find Relay.app's **ease of use** exceptional, enabling smooth workflows without needing coding skills. - Users praise Relay.app for its **powerful AI-driven automation** and intuitive interface, making complex workflows easy to manage. - Users rave about the **quick setup** of Relay.app, enabling them to start automating workflows effortlessly. - Users appreciate the **ease of use** of Relay.app, making client communication and coding tasks simple and efficient. - Users find the **user-friendly interface** of Relay.app exceptional, enabling easy access to advanced automation features. **Cons:** - Users note the **limited native integrations** of Relay.app, wishing for more connections with popular tools available. - Users find Relay.app **expensive** due to quickly depleting credits and higher pricing compared to alternatives like N8N. - Users note **missing features** like workflow duplication and limited integrations, hindering overall functionality and convenience. - Users experience **inaccuracy in trigger timing** and unclear AI credit management, impacting automation testing efficiency. - Users find the **learning curve challenging** , needing time to navigate the many options available in Relay.app. #### What Are Recent G2 Reviews of Relay.app? **"[From Hours to Minutes: How I Finally Found My AI Workflow Engine](https://www.g2.com/survey_responses/relay-app-review-12585150)"** **Rating:** 5.0/5.0 stars *— Valerio Z.* [Read full review](https://www.g2.com/survey_responses/relay-app-review-12585150) --- **"[Effortless, Powerful Automation Made Simple](https://www.g2.com/survey_responses/relay-app-review-12869490)"** **Rating:** 5.0/5.0 stars *— Alex M.* [Read full review](https://www.g2.com/survey_responses/relay-app-review-12869490) --- ### 23. [Gemini Enterprise](https://www.g2.com/products/google-gemini-enterprise/reviews) Google Agentspace is an AI-powered platform designed to enhance enterprise productivity by integrating advanced reasoning capabilities with comprehensive search functionalities and secure access to organizational data. By connecting to widely used applications such as Google Drive, Jira, Confluence, SharePoint, and Salesforce, Agentspace enables employees to efficiently locate, synthesize, and act upon information across various systems. This integration facilitates the automation of complex tasks, streamlining workflows and fostering informed decision-making within organizations. Key Features and Functionality: - Unified Enterprise Search: Agentspace employs Google's multimodal search technology to retrieve relevant information from both structured and unstructured data sources, including documents, emails, and databases. This comprehensive search capability ensures that employees can access pertinent information regardless of its format or location. - Prebuilt Expert AI Agents: The platform offers ready-to-use AI agents tailored for specific tasks: - Deep Research Agent: Generates in-depth reports and analyses. - Idea Generation Agent: Assists in brainstorming and developing innovative strategies. - NotebookLM Plus: Enhances data engagement through features like audio summaries, facilitating a more interactive experience. - Custom Agent Creation: With the Agent Designer tool, users can develop personalized AI agents without requiring technical expertise. This feature allows for the automation of specific workflows and tasks, catering to unique organizational needs. - Seamless Application Integration: Agentspace connects with a variety of business applications, enabling employees to access and query data from platforms like Confluence, Google Drive, Jira, Microsoft SharePoint, and ServiceNow. This integration breaks down data silos and turns disjointed information into actionable insights. - Enterprise-Grade Security and Compliance: Built on Google Cloud's secure infrastructure, Agentspace incorporates robust security measures, including role-based access control (RBAC, customer-managed encryption keys (CMEK, and compliance with standards such as GDPR and HIPAA. These features ensure that sensitive data remains protected and that access is appropriately managed. Primary Value and Problem Solving: Agentspace addresses the challenge of fragmented information within enterprises by providing a centralized platform that integrates diverse data sources and applications. By leveraging AI-driven search and automation, it enhances employee productivity, reduces manual effort, and supports informed decision-making. The platform's ability to create custom AI agents without coding democratizes the use of AI within organizations, allowing teams across various departments to automate repetitive tasks and focus on strategic initiatives. Furthermore, its strong security framework ensures that data integrity and compliance requirements are met, making it a reliable solution for enterprises aiming to harness the power of AI while maintaining control over their information assets. **Average Rating:** 4.6/5.0 **Total Reviews:** 25 **Who Is the Company Behind Gemini Enterprise?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Company Size:** 44% Mid-Market, 32% Enterprise #### What Are Recent G2 Reviews of Gemini Enterprise? **"[Amazing, Low-Hallucination Tool That Makes Team Knowledge Sharing Easy](https://www.g2.com/survey_responses/gemini-enterprise-review-12953499)"** **Rating:** 4.5/5.0 stars *— Verified User in Biotechnology* [Read full review](https://www.g2.com/survey_responses/gemini-enterprise-review-12953499) --- **"[Gemini Enterprise Boosts Daily Efficiency with Seamless Google Workspace Integration](https://www.g2.com/survey_responses/gemini-enterprise-review-12947639)"** **Rating:** 4.5/5.0 stars *— Balram T.* [Read full review](https://www.g2.com/survey_responses/gemini-enterprise-review-12947639) --- ### 24. [Dust](https://www.g2.com/products/dust-dust/reviews) Dust is the multiplayer AI platform for human-agent collaboration. People and agents work as co-contributors with shared context, knowledge, and tools, so that work doesn't just get done, it gets rewired. Dust gives teams shared workspaces, an intelligent context layer that synthesizes company knowledge across tools, and the flexibility to switch between models from OpenAI, Anthropic, Google, and Mistral. Trusted by 3,000+ organizations. **Average Rating:** 4.8/5.0 **Total Reviews:** 33 **Who Is the Company Behind Dust?** - **Seller:** [Dust](https://www.g2.com/sellers/dust-0a447854-359e-43a8-a905-8d9756c54386) - **Year Founded:** 2023 - **HQ Location:** Paris, FR - **Twitter:** @DustHQ (11,894 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dust-tt/ (144 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 58% Mid-Market, 33% Small-Business #### What Are Dust's Pros and Cons? **Pros:** - Chatbot Development (1 reviews) - Customization (1 reviews) - Ease of Use (1 reviews) - Flexibility (1 reviews) - User Interface (1 reviews) ### What Do G2 Reviewers Say About Dust? *AI-generated summary from verified user reviews* **Pros:** - Users find that **building their own assistants** with Dust enhances their productivity and effectively augments their capabilities. - Users value the **easy customization** of AI agents in Dust, enhancing collaboration while maintaining data privacy. - Users appreciate the **user-friendly interface** of Dust, which simplifies agent creation and enhances collaboration. - Users value the **flexibility** of Dust, enabling easy customization and collaboration while ensuring data privacy in business use. - Users appreciate the **user-friendly interface** of Dust, which makes it easy to create and customize AI agents. #### What Are Recent G2 Reviews of Dust? **"[A real game changer](https://www.g2.com/survey_responses/dust-review-12909964)"** **Rating:** 5.0/5.0 stars *— Aidan M.* [Read full review](https://www.g2.com/survey_responses/dust-review-12909964) --- **"[Dust Is My Everyday Companion as a Solopreneur and the best tool to work with Freelancers](https://www.g2.com/survey_responses/dust-review-12593096)"** **Rating:** 5.0/5.0 stars *— Flavie P.* [Read full review](https://www.g2.com/survey_responses/dust-review-12593096) --- ### 25. [Creatio](https://www.g2.com/products/creatio/reviews) Creatio is an AI CRM and workflow platform where people and AI agents work together -with no limits on users, agents, or scale. Creatio helps midsize and large organizations run customer workflows in the AI era. This innovative platform enables organizations to create and manage workflows effortlessly, allowing users to focus on their core business activities while automating routine tasks. With millions of workflows operating daily, Creatio supports a diverse clientele across 100 countries, emphasizing a commitment to genuine care for its clients and partners. The platform is particularly beneficial for businesses seeking to enhance their operational efficiency without requiring extensive technical expertise. Its target audience includes small to large enterprises across various industries, particularly those looking to leverage technology to improve customer engagement and internal processes. Creatio's offerings cater to a wide range of use cases, from marketing automation and sales management to customer service optimization, making it a versatile solution for businesses aiming to adapt to the evolving market landscape. Key features of Creatio include the Creatio Studio, a no-code platform that allows users to build custom applications and AI agents using intuitive visual designers and natural language processing. This empowers users to create tailored solutions that meet their specific business needs without relying on traditional coding methods. Additionally, the CRM suite integrates embedded AI agents across Creatio Marketing, Sales, and Service, enhancing user experience and providing actionable insights to drive decision-making. Creatio also offers a specialized Financial Services CRM platform and industry-specific workflows across 19 verticals, ensuring that businesses can find solutions that resonate with their unique operational requirements. The availability of a marketplace with various add-ons further extends the platform's capabilities, allowing organizations to customize their experience and enhance functionality as needed. Recognized as a Leader and Strong Performer in prestigious Gartner and Forrester reports, Creatio stands out in its category by combining user-friendly design with powerful automation and AI-driven insights, making it an attractive option for businesses aiming to elevate their customer relationship management efforts. With its headquarters in Boston, MA, and a global presence of 850 employees across ten offices in 25 countries, Creatio has established long-lasting relationships with thousands of customers and over 500 partners worldwide. This extensive network underscores the platform's reliability and commitment to delivering value to its users, positioning Creatio as a trusted partner in the realm of AI agents, CRM, and workflow automation. **Average Rating:** 4.6/5.0 **Total Reviews:** 314 **Who Is the Company Behind Creatio?** - **Seller:** [Creatio](https://www.g2.com/sellers/creatio) - **Company Website:** https://www.creatio.com - **Year Founded:** 2014 - **HQ Location:** Boston, Massachusetts - **Twitter:** @Creatio_Global (3,977 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/creatioglobal/ (1,150 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 43% Small-Business, 42% Mid-Market #### What Are Creatio's Pros and Cons? **Pros:** - Ease of Use (32 reviews) - Efficiency (21 reviews) - Customizability (19 reviews) - Customization (19 reviews) - Customization Options (17 reviews) **Cons:** - Learning Curve (10 reviews) - Missing Features (10 reviews) - Limited Features (8 reviews) - Limited Customization (6 reviews) - Limited Options (5 reviews) ### What Do G2 Reviewers Say About Creatio? *AI-generated summary from verified user reviews* **Pros:** - Users find Sales Creatio to be **easy to use** , facilitating a seamless experience and effective sales operations. - Users find Creatio to greatly enhance **efficiency** by balancing power and usability while offering excellent sales guidance. - Users appreciate the **adaptable customizability** of Creatio, allowing for tailored solutions without extensive technical skills. - Users appreciate the **unlimited customization options** of Creatio, enhancing functionality without requiring technical expertise. - Users appreciate the **unlimited customization options** of Creatio, making it adaptable for various business needs without technical expertise. **Cons:** - Users note a **learning curve** with Creatio, but resources are available to overcome initial challenges smoothly. - Users find the **limited features** of Creatio constrain efficiency, especially in contact uploading and tool selection. - Users find the **limited selection of features** in Creatio Marketplace restricts their options for customized solutions. - Users struggle with **limited customization** options in Creatio, hindering their ability to tailor the product effectively. - Users find the **limited options** in Creatio's Marketplace restrictive, impacting efficiency and functionality for service businesses. #### What Are Recent G2 Reviews of Creatio? **"[Empowers Customer Focus with Flexible, Bank-Ready Workflows](https://www.g2.com/survey_responses/creatio-review-12953782)"** **Rating:** 4.5/5.0 stars *— Tanner W.* [Read full review](https://www.g2.com/survey_responses/creatio-review-12953782) --- **"[Quick Setup, No-Code Magic, But ALM Needs Improvement](https://www.g2.com/survey_responses/creatio-review-12953072)"** **Rating:** 5.0/5.0 stars *— Jarema P.* [Read full review](https://www.g2.com/survey_responses/creatio-review-12953072) --- #### What Are G2 Users Discussing About Creatio? - [What is Creatio used for?](https://www.g2.com/discussions/what-is-creatio-used-for) - 1 comment ## What Is AI Agent Builders Software? [ Agentic AI Software](https://www.g2.com/categories/agentic-ai) ## What Software Categories Are Similar to AI Agent Builders Software? - [iPaaS Software](https://www.g2.com/categories/ipaas) - [Chatbots Software](https://www.g2.com/categories/chatbots) - [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) - [AI Chatbots Software](https://www.g2.com/categories/ai-chatbots) - [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure) - [AI Customer Support Agents Software](https://www.g2.com/categories/ai-customer-support-agents) - [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration) --- ## How Do You Choose the Right AI Agent Builders Software? ### What You Should Know About AI Agent Builders Software ### AI Agent Builders buying insights at a glance [AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders) helps organizations design, deploy, and manage autonomous AI agents that can execute tasks, retrieve information, and automate workflows across business systems. These platforms allow teams to configure AI-driven agents that interact with internal [knowledge bases](https://www.g2.com/categories/knowledge-base-software), [CRM systems](https://www.g2.com/categories/CRM), support tools, and operational data sources to perform work such as answering questions, routing requests, completing workflows, or generating responses. As businesses increasingly operationalize generative AI, **AI agent builders** are becoming essential infrastructure for teams that want AI to move beyond experimentation and into everyday business processes. Organizations often adopt **AI agent builder software** to reduce manual work, streamline repetitive workflows, and give employees or customers faster access to accurate information. Across G2 user reviews, buyers frequently highlight benefits such as easier workflow automation, improved access to internal knowledge, and the ability to deploy AI-driven assistants without extensive engineering support. The **best AI agent building tools** stand out when they combine flexible automation logic, strong integrations, and reliable AI responses that support real operational tasks. In practice, the most effective **AI agent builder platforms** function as an automation layer that connects systems, workflows, and AI reasoning within a single environment. Pricing varies depending on automation complexity, agent usage volume, integration requirements, and governance features. Many vendors offer tiered subscription plans combined with usage-based pricing tied to messages, [API](https://www.g2.com/categories/api-development) calls, or workflow executions. Organizations evaluating **AI agent builder platforms** often also factor in implementation support, model usage costs, and long-term administration effort when estimating the total cost of ownership. ### **Top 5 FAQs from software buyers:** - What features should I look for in the best AI agent builders? - How do AI agent builder tools connect with internal business systems? - What’s the difference between AI agent builder software and chatbot platforms? - How do AI agent builder platforms manage automation workflows and decision logic? - How long does it take to deploy AI agents using modern AI agent builders? G2's top-rated AI Agent Builders, based on verified reviews, include [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews), [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews), [Lindy](https://www.g2.com/products/lindy-lindy/reviews), [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews), and [Workato](https://www.g2.com/products/workato/reviews). [(Source 2)](https://company.g2.com/news/g2-winter-2026-reports) ### What are the top-reviewed AI Agent Builders on G2? Based on review volume in this category, these are the most-reviewed products: [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) - Reviews: 625 - Satisfaction: 99 - Market Presence: 99 - G2 Score: 99 [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) - Reviews: 98 - Satisfaction: 66 - Market Presence: 69 - G2 Score: 68 [Lindy](https://www.g2.com/products/lindy-lindy/reviews) - Reviews: 116 - Satisfaction: 79 - Market Presence: 55 - G2 Score: 67 [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) - Reviews: 18 - Satisfaction: 53 - Market Presence: 75 - G2 Score: 64 [Workato](https://www.g2.com/products/workato/reviews) - Reviews: 37 - Satisfaction: 64 - Market Presence: 54 - G2 Score: 59 **Satisfaction** reflects user-reported ratings, including ease of use, support, and feature fit. ([Source 2](https://www.g2.com/reports)) **Market Presence** scores combine review and external signals that indicate market momentum and footprint. ([Source 2](https://www.g2.com/reports)) **G2 Score** is a weighted composite of Satisfaction and Market Presence. ([Source 2](https://www.g2.com/reports)) Learn how G2 scores products. ([Source 1](https://documentation.g2.com/docs/research-scoring-methodologies?_gl=1*5vlk6s*_gcl_au*MTAwMzU5MzUxLjE3NjM0MTg0NzYuNjY0NTIxMTY0LjE3NjQ2MTc0NzcuMTc2NDYxNzQ3Nw..*_ga*NzY1MDU0NjE3LjE3NjM0NzQ3ODM.*_ga_MFZ5NDXZ5F*czE3NjYwODk1MTMkbzY3JGcxJHQxNzY2MDkyMjQyJGo1NyRsMCRoMA..)) ### What I Often See in AI Agent Building Tools #### **Feedback Pros: What Users Consistently Appreciate** - **Low-code workflow builders enable rapid creation of AI-powered agents** - _"The low-code/no-code platform makes it incredibly easy to build and deploy AI agents without extensive programming knowledge. I really appreciate the pre-built agent frameworks and the seamless integration with our existing CRM and enterprise systems. The enterprise-grade security and built-in responsible AI features give us confidence in deploying these agents in production. The multi-agent automation capabilities have significantly streamlined our workflows, especially for customer support and data analysis tasks."_ - [Harsh Chaudhari](https://www.g2.com/products/lyzr-lyzr-ai/reviews/lyzr-ai-review-12226428), Lyzr Review - **Strong integrations with CRM, support platforms, and internal knowledge sources** - _"Lindy's flexibility is its biggest flex. Unlike other automation tools that are super clunky and rigid, Lindy lets you build 'agents' that actually get the context. I use it to completely automate our new client onboarding process. When a new contract is signed in our CRM, a Lindy is triggered: it sends a welcome email, sets up a Google Drive folder, adds the client to our project tool, and schedules the first kick-off meeting. The integrations are rock solid, and the ability to chain multiple complex actions together is straight-up game-changing."_ - [Osmar Gonçalves](https://www.g2.com/products/lindy-lindy/reviews/lindy-review-11783253), Lindy Review - **Automation reduces repetitive support tasks and accelerates internal workflows** - _"I like using UiPath Agentic Automation because it allows me to build intelligent automation workflows that go beyond simple rule-based RPA. It helps me automate repetitive tasks and handle data and documents more efficiently. I really appreciate how easily it combines RPA with AI-driven decision making, making workflows more flexible and intelligent. It's powerful but still easy to learn and experiment with. I also like how well everything is integrated into a single platform, making it easy to build, test, and scale automations without much friction. The learning resources and community support are another big plus."_ - [SUPREETH GOLLAPALLY](https://www.g2.com/products/uipath-agentic-automation/reviews/uipath-agentic-automation-review-12293268), UiPath Agentic Automation Review #### **Cons: Where Many Platforms Fall Short** - **Advanced workflow configuration can require technical knowledge or experimentation** - _"While it promises low-code automation, creating advanced workflows often requires a deeper understanding of the platform, leading to a steep learning curve."_ - [Sumit Kumar Shukla](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews/ibm-watsonx-orchestrate-review-11965989), IBM watsonx Orchestrate Review - **Initial setup and integration planning may take longer than expected** - _"The main thing to be aware of is that while the basic functionality is very straightforward, there's a bit of a steep learning curve for the more advanced features and custom integrations. The platform is incredibly powerful, which also means it can be a little overwhelming at first. For someone who isn't very technical, creating a more complex "skill flow" can take some time to get the hang of. Also, while the integrations are a big selling point, the initial setup process for some of our non-IBM applications was a bit more complex than we anticipated. It's nothing that can't be figured out, but it's worth noting."_ - [Shubham Verma](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews/ibm-watsonx-orchestrate-review-11521587), IBM watsonx Orchestrate - **Prompt tuning and agent logic refinement require ongoing monitoring** - _"Prompts need a lot of tuning, especially when agents are exposed via customer-facing portals, which can expect any kind of open questions. But once turned, it works great."_ - [Verified User](https://www.g2.com/products/salesforce-agentforce/reviews/salesforce-agentforce-review-12213295), Salesforce Agentforce Review ### Expert Takeaway AI agent builders deliver the most value when organizations treat them as workflow orchestration platforms rather than simple conversational tools. The strongest implementations combine AI reasoning with structured automation logic, allowing teams to route requests, trigger actions, retrieve data, and complete tasks without manual intervention. Review sentiment reflects strong overall adoption. The category maintains a high average star rating above 4.5, alongside strong usability signals, including high scores for ease of use, ease of setup, and quality of support. Likelihood to recommend also trends high, suggesting that many buyers see clear productivity gains once agents are deployed successfully. Friction typically occurs during the transition from pilot use cases to production-scale automation. Teams that struggle often underestimate the effort required to structure workflows, define agent responsibilities, and maintain prompt or knowledge configurations. High-performing teams approach **AI agent builder software** with clear automation goals, defined data sources, and governance rules that keep agents reliable as usage grows. The **best AI agent builders** tend to succeed when they balance flexibility with operational reliability. Strong **AI agent-building tools** enable teams to iterate quickly while maintaining control over workflows, integrations, and response quality. As adoption grows across IT, operations, customer support, and revenue teams, **AI agent builder platforms** are increasingly becoming foundational infrastructure for organizations looking to operationalize AI-driven automation. ### AI Agent Builders Software FAQs #### Can I build an AI agent on my own? Yes, you can build an AI agent on your own using modern AI agent builder platforms. Many tools now provide visual workflows, prebuilt integrations, and natural-language configuration that allow teams to design and deploy agents without writing extensive code. Most platforms include features such as prompt configuration, workflow logic, API integrations, and deployment tools for chat interfaces or internal automation. This allows teams to create agents that answer questions, automate tasks, retrieve knowledge, or trigger workflows across business systems. However, building reliable agents usually requires planning around data sources, integrations, and workflow logic. Many organizations still rely on **ai agent builder software** to simplify deployment, manage integrations, and maintain governance as usage grows. #### Which AI tool is best for building AI agents and automation projects? Some of the strongest platforms for building AI agents and automation workflows include: - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) – Designed for enterprise automation and AI-powered agents that connect deeply with Salesforce data and business processes. - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) – Combines AI agents with robotic process automation (RPA) to automate complex enterprise workflows. - [Lindy](https://www.g2.com/products/lindy-lindy/reviews) – Focused on building task-oriented AI assistants that automate operational workflows and productivity tasks. - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) – Enterprise AI development platform for building and deploying AI agents, models, and automation pipelines. - [Workato](https://www.g2.com/products/workato/reviews) – Integration-led automation platform that allows teams to orchestrate AI-driven workflows across business applications. - [Zapier](https://www.g2.com/products/zapier/reviews) – Popular no-code automation platform used to connect thousands of applications and automate tasks without coding. The best option typically depends on your environment, integration requirements, and whether you need enterprise-scale automation or lightweight workflow orchestration. #### What’s the best no-code AI agent builder software for website chatbots? Several platforms allow teams to build conversational AI agents and deploy them to websites without coding. Here are some widely used options: - [Voiceflow](https://www.g2.com/products/voiceflow/reviews) – Popular for building conversational AI assistants and deploying chat or voice agents across websites and digital channels. - [CloseBot](https://www.g2.com/products/closebot/reviews) – Designed for creating AI-powered chat agents for websites and customer support automation. - [Stack AI](https://www.g2.com/products/stack-ai/reviews) – Visual builder that helps teams design AI workflows and deploy AI-powered assistants without code. - [SmythOS](https://www.g2.com/products/smythos/reviews) – Platform focused on building autonomous AI agents with visual workflows and automation logic. - [Lindy](https://www.g2.com/products/lindy-lindy/reviews) – Enables teams to create task-based AI assistants that automate operational processes and messaging workflows. These tools focus on **visual workflow builders, prompt configuration, and easy chatbot deployment** , which makes them suitable for teams that want to launch AI agents without writing code. #### Which AI agent builder tools integrate with Slack and HubSpot? Some AI agent builder platforms are specifically designed to integrate with communication and CRM tools such as Slack and HubSpot. Examples include: - [Zapier](https://www.g2.com/products/zapier/reviews) – Connects Slack, HubSpot, and thousands of other applications to automate workflows and data synchronization. - [Workato](https://www.g2.com/products/workato/reviews) – Enterprise integration platform used to automate processes across applications like CRMs, messaging tools, and operational systems. - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) – Supports deploying AI agents within Slack to interact with teams directly in their collaboration environment. These platforms work well for organizations that want AI agents to trigger workflows, update CRM records, or respond to internal requests directly inside collaboration tools. #### Which AI agent builder platforms are best for workflow automation? Several AI agent builder platforms are designed specifically for workflow automation and process orchestration. Here are some of the most commonly used options: - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) – An Enterprise automation platform that combines AI agents with robotic process automation to manage complex business workflows. - [Workato](https://www.g2.com/products/workato/reviews) – Known for orchestrating cross-application workflows and integrating automation across large enterprise tech stacks. - [Zapier](https://www.g2.com/products/zapier/reviews) – No-code automation platform that connects thousands of apps to automate repetitive tasks and workflows. - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) – Designed to automate workflows across CRM, support, and operational processes using AI agents. These platforms are typically used to automate tasks such as customer support routing, sales follow-ups, internal approvals, onboarding workflows, and operational task automation. ### Sources 1. [G2 Scoring Methodologies](https://documentation.g2.com/docs/research-scoring-methodologies?_gl=1*5ky9es*_gcl_au*MTY2NDg2MDY3Ny4xNzU1MDQxMDU4*_ga*MTMwMTMzNzE1MS4xNzQ5MjMyMzg1*_ga_MFZ5NDXZ5F*czE3NTUwOTkzMjgkbzQkZzEkdDE3NTUwOTk3NzYkajU3JGwwJGgw) 2. [G2 Winter 2026 Reports](https://company.g2.com/news/g2-winter-2026-reports) Researched By: [Bijou Barry](https://research.g2.com/insights/author/bijou-barry) Last updated on March 16, 2026