# Best AI Agent Builders Software

## How Many AI Agent Builders Software Products Does G2 Track?

**Total Products under this Category:** 465

### Category Stats (Aug 2026)

- **Average Rating:** 4.64/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Parloa (+17.2%) - Among all products in this category, Parloa recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

## How Does G2 Rank AI Agent Builders Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 86,800+ Authentic Reviews
- 465+ 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.

## G2 Grid® for AI Agent Builders Software
 ![G2 Grid® for AI Agent Builders Software plotting products by satisfaction and market presence](https://www.g2.com/categories/ai-agent-builders/grids.png?focus%5B%5D=1408921&focus%5B%5D=82623&focus%5B%5D=6218&focus%5B%5D=3803&focus%5B%5D=1408919&focus%5B%5D=21469&focus%5B%5D=10470&focus%5B%5D=25675)

Highlighted products: Salesforce Agentforce, Notion, UiPath Agentic Automation, OutSystems, ServiceNow AI Agents, Gemini Enterprise Agent Platform, Databricks, and ClickUp.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-agent-builders/grids.json?focus%5B%5D=salesforce-agentforce&focus%5B%5D=notion&focus%5B%5D=uipath-agentic-automation&focus%5B%5D=outsystems&focus%5B%5D=servicenow-ai-agents&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=databricks&focus%5B%5D=clickup)

**Sponsored**

### KNIME

KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1009956&secure%5Bchosen_at%5D=2026-08-03T20%3A32%3A47Z&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=16291&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%3Fopen_modal_url%3D%252Fproducts%252Fbuild-your-ai-agent%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fai-agent-builders%2526source%253Dcategory&secure%5Btoken%5D=847c072604e7650672fb17a4e47c96d137d3a54c60acfbb89133570543c8e6d5&secure%5Burl%5D=https%3A%2F%2Fwww.knime.com%2Flp%2Fdemo%3Futm_medium%3D3rd-party%26utm_source%3DG2%26utm_campaign%3Dbrand%26utm_term%3Dpaid%26utm_content%3D&secure%5Burl_type%5D=custom_url)

### [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:** 1,163

#### Who Is the Company Behind Salesforce Agentforce?

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** www.salesforce.com
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce  
579,511 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c04f36289ca03aeff007197f1d9e74e925e328ed6bcfaff98911c78b3ab382f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3185%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 31% Large

#### 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)

**["Agentforce + Data Cloud Integration Makes Lead Qualification Easy"](https://www.g2.com/survey_responses/salesforce-agentforce-review-13197506)**

**Rating:** 4.0/5.0 stars

_— Vishal S._

[Read full review](https://www.g2.com/survey_responses/salesforce-agentforce-review-13197506)

### [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:** 12,383

#### Who Is the Company Behind Notion?

- **Seller:** [Notion](https://www.g2.com/sellers/notion-2026-07-28)
- **Company Website:** www.notion.com
- **Year Founded:** 2016
- **HQ Location:** San Francisco, California
- **Twitter:** @NotionHQ  
518,653 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=399e9697986146b6547e3d94bc17ba8f8319eab9f75fe02bef5adbd86876f603&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnotionhq%2F&secure%5Burl_type%5D=linkedin_company_website)  
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:** 62% Small, 24% Medium

#### What Do G2 Reviewers Say About Notion?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Notion's **ease of use** enhances collaboration and organization, making workflows more intuitive and efficient.
- Users appreciate the **versatile features** of Notion, enhancing organization and productivity across various projects and documentation.
- Users appreciate the **AI integration** in Notion, enhancing organization and automating repetitive tasks effectively.
- Users find Notion **intuitive and easy to use** , significantly improving organization and enhancing overall productivity for their businesses.
- Users value the **organizational capabilities** of Notion, enhancing workflow and productivity through versatile features and AI tools.

##### Cons

- Users find the **learning curve challenging** , often struggling with navigation and editing in Notion's expansive features.
- Users find Notion's **limited features** restrictive, hoping for enhanced design options and AI integration improvements.
- Users find Notion's interface **difficult to navigate** , with a steep learning curve for new users and formatting challenges.
- Users find Notion lacking in **essential features** , leading to workarounds and a less optimized experience for complex tasks.
- Users struggle with **usage limitations** , particularly when managing larger projects and basic document creation tasks in Notion.

#### What Are Recent G2 Reviews of Notion?

**["Notion’s Flexible All-in-One Workspace That Boosts Productivity"](https://www.g2.com/survey_responses/notion-review-13202157)**

**Rating:** 5.0/5.0 stars

_— Mohit Y._

[Read full review](https://www.g2.com/survey_responses/notion-review-13202157)

**["Notion Became My Digital Headquarters for Organizing Everything"](https://www.g2.com/survey_responses/notion-review-13201684)**

**Rating:** 5.0/5.0 stars

_— Maghen L._

[Read full review](https://www.g2.com/survey_responses/notion-review-13201684)

### [UiPath Agentic Automation](https://www.g2.com/es/products/uipath-agentic-automation/reviews)

UiPath (NYSE: PATH) es un líder global en automatización agéntica, empoderando a las empresas para aprovechar todo el potencial de los agentes de IA para ejecutar y optimizar de manera autónoma procesos empresariales complejos. La Plataforma UiPath™ combina de manera única la agencia controlada, la flexibilidad del desarrollador y la integración sin fisuras para ayudar a las organizaciones a escalar la automatización agéntica de manera segura y confiada. Comprometido con la seguridad, la gobernanza y la interoperabilidad, UiPath apoya a las empresas mientras transitan hacia un futuro donde la automatización cumple con todo el potencial de la IA para transformar industrias. Para más información, visite www.uipath.com. Las pruebas agénticas son un enfoque impulsado por IA para la garantía de calidad del software que aprovecha agentes autónomos para generar, ejecutar y evolucionar pruebas a lo largo de todo el ciclo de vida de las pruebas. Al asociar agentes inteligentes con testers humanos, las pruebas agénticas aumentan dramáticamente la cobertura de pruebas, aceleran los ciclos de lanzamiento, mejoran la resiliencia del sistema y permiten pruebas continuas a escala empresarial. Empodera a los equipos para pasar de pruebas manuales y reactivas a una ingeniería de calidad proactiva y escalable, impulsando una innovación más rápida con mayor confianza.

**Average Rating:** 4.6/5.0

**Total Reviews:** 6,136

#### Who Is the Company Behind UiPath Agentic Automation?

- **Vendedor:** [UiPath](https://www.g2.com/es/sellers/uipath)
- **Sitio web de la empresa:** www.uipath.com
- **Año de fundación:** 2005
- **Ubicación de la sede:** New York
- **Twitter:** @UiPath  
108,104 seguidores en Twitter
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17615f854c74fc9182c09444e77a06bb258d3895834425dd5c43ea727a867603&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1523656%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,134 empleados en LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Desarrollador de RPA, Ingeniero de software
- **Top Industries:** Tecnología de la información y servicios, Software de Computadora
- **Company Size:** 51% Large, 29% Medium

#### What Do G2 Reviewers Say About UiPath Agentic Automation?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios elogian la Automatización Agente de UiPath por su **integración avanzada de IA** , haciendo que la automatización de tareas complejas sea fluida y eficiente.
- Los usuarios destacan la **facilidad de uso** de UiPath Agentic Automation, facilitando una integración y flujo de trabajo más fluidos para los desarrolladores.
- Los usuarios valoran la **automatización adaptativa y fluida** de UiPath Agentic Automation, gestionando eficazmente tareas complejas con la integración de IA.
- Los usuarios elogian la **facilidad de automatización** de UiPath Agentic Automation, destacando sus capacidades avanzadas de IA y orquestación.
- Los usuarios valoran la **eficiencia** de la Automatización Agente de UiPath, reduciendo significativamente el tiempo y el esfuerzo en los procesos empresariales.

##### Cons

- Los usuarios encuentran que la Automatización Agente de UiPath es **costosa** , especialmente en comparación con otras herramientas de RPA, lo que afecta la accesibilidad.
- Los usuarios encuentran la **curva de aprendizaje empinada** , con desafíos en el entrenamiento de agentes y el conocimiento de programación para usuarios no técnicos.
- Los usuarios encuentran la **complejidad** de la Automatización Agente de UiPath abrumadora, especialmente al gestionar características avanzadas y procesos de configuración.
- Los usuarios sienten que el **precio es demasiado alto** para UiPath Agentic Automation, sugiriendo ajustes para una mejor accesibilidad.
- Los usuarios encuentran **confusos los problemas de licencias** , lo que complica la configuración inicial y aumenta la curva de aprendizaje.

#### What Are Recent G2 Reviews of UiPath Agentic Automation?

**["Ampliando las capacidades de RPA con IA Agente"](https://www.g2.com/es/survey_responses/uipath-agentic-automation-review-13049861)**

**Rating:** 4.5/5.0 stars

_— Muhammad A._

[Read full review](https://www.g2.com/es/survey_responses/uipath-agentic-automation-review-13049861)

**["Automatización transformadora con toma de decisiones de IA"](https://www.g2.com/es/survey_responses/uipath-agentic-automation-review-12980416)**

**Rating:** 4.5/5.0 stars

_— Arti P._

[Read full review](https://www.g2.com/es/survey_responses/uipath-agentic-automation-review-12980416)

#### What Are G2 Users Discussing About UiPath Agentic Automation?

- [¿Cuáles son los casos de uso más impactantes de la RPA de UiPath en la automatización de procesos empresariales repetitivos?](https://www.g2.com/es/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/es/discussions/what-is-robotic-process-automation-rpa-and-when-is-it-beneficial) - 1 comment
- [¿Qué proceso empresarial se puede automatizar con RPA?](https://www.g2.com/es/discussions/which-business-process-can-be-automated-with-rpa) - 2 comments
- [¿Qué es RPA en UiPath?](https://www.g2.com/es/discussions/what-is-rpa-in-uipath) - 2 comments
- [¿Es UiPath una herramienta de RPA?](https://www.g2.com/es/discussions/is-uipath-an-rpa-tool) - 2 comments

### [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:** 1,622

#### Who Is the Company Behind OutSystems?

- **Seller:** [OutSystems](https://www.g2.com/sellers/outsystems)
- **Company Website:** www.outsystems.com
- **Year Founded:** 2001
- **HQ Location:** Boston, MA
- **Twitter:** @OutSystems  
25,276 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ccc6b0ab8a6a606ed9d6676af9388fa46fdba679e6889f3f95c152fc7b341bac&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F16663%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 35% Large

#### What Do G2 Reviewers Say About OutSystems?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of OutSystems, enabling rapid development and integration for effective solutions.
- Users value the **speed of development** with OutSystems, streamlining processes and enhancing productivity across various applications.
- Users value the **fast development** capabilities of OutSystems, allowing quick implementation and efficient application creation.
- Users appreciate the **rapid app development speed** with OutSystems, enabling quick transformation of ideas into functional applications.
- Users value the **speed and ease of app development** with OutSystems, allowing rapid solutions and accessibility for non-technical users.

##### Cons

- Users find OutSystems **expensive for small businesses** , limiting accessibility and growth opportunities due to high licensing costs.
- Users highlight the **high costs** associated with OutSystems, feeling it isn't affordable for all companies.
- Users find the **licensing costs high and inflexible** , making it difficult for smaller companies to adopt OutSystems.
- Users criticize the **missing authentication features** in OutSystems, complicating integration and increasing costs for development.
- Users find the **limited customization** options frustrating, impacting flexibility and overall usability of OutSystems.

#### 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

### [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:** 444

#### Who Is the Company Behind ServiceNow AI Agents?

- **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow)
- **Company Website:** www.servicenow.com
- **Year Founded:** 2004
- **HQ Location:** Santa Clara, CA
- **Twitter:** @servicenow  
55,548 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f146dd2da6255ae21db2f89043b268912043fe250660dfee40ba3c0574bb1ba&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F29352%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Large, 17% Medium

#### 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, benefiting from easy setup and powerful workflow automation.
- Users appreciate the **ease of use** of ServiceNow AI Agents, enabling efficient task automation and seamless workflows integration.
- Users value the **automation of repetitive tasks** with ServiceNow AI Agents, enhancing efficiency and reducing manual errors.
- Users appreciate the **easy integrations** of ServiceNow AI Agents, enhancing workflows and boosting efficiency for support teams.
- Users find ServiceNow AI Agents **highly effective for automating workflows** , enhancing speed and accuracy in issue resolution and communication.

##### Cons

- Users find that the **inaccuracy** of ServiceNow AI Agents leads to confusion and reduces trust in its effectiveness.
- Users express frustration with the **poor understanding** of ServiceNow AI Agents, leading to generic responses and confusion.
- Users find the **complex configuration** of ServiceNow AI Agents time-consuming and challenging for effective real-world application.
- Users find the **limited responsiveness** of ServiceNow AI Agents frustrating, as they struggle with nuanced questions and customization.
- Users find the **setup and customization process complex** , requiring significant learning and background knowledge to navigate effectively.

#### What Are Recent G2 Reviews of ServiceNow AI Agents?

**["ServiceNow AI Agents Feel Like a Perfect Team Member"](https://www.g2.com/survey_responses/servicenow-ai-agents-review-13179278)**

**Rating:** 4.0/5.0 stars

_— Bart K._

[Read full review](https://www.g2.com/survey_responses/servicenow-ai-agents-review-13179278)

**["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)

### [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:** 1,328

#### Who Is the Company Behind Databricks?

- **Seller:** [Databricks Inc.](https://www.g2.com/sellers/databricks-inc)
- **Company Website:** databricks.com
- **Year Founded:** 2013
- **HQ Location:** San Francisco, CA
- **Twitter:** @databricks  
92,269 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bddca64732f61b923d96364e8c8eb35711aab4f98797cb00ab071ff24fbdd392&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3477522%2F&secure%5Burl_type%5D=linkedin_company_website)  
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:** 47% Large, 38% Medium

#### What Do G2 Reviewers Say About Databricks?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** and **comprehensive features** of Databricks for data warehousing and ML applications.
- Users praise the **ease of use** of Databricks, enhancing their experience with intuitive interfaces and reliable services.
- Users appreciate the **seamless integrations** of Databricks with AWS and other tools, enhancing daily operations and efficiency.
- Users value the **seamless collaboration** offered by Databricks, enhancing teamwork on data projects with real-time insights.
- Users praise the **integrated analytical features** of Databricks, enhancing collaborative data processing and insight visualization.

##### Cons

- Users note a **steep learning curve** initially, with confusing permissions and compute modes affecting usability.
- Users note that the **costs can be quite high** for utilizing Databricks effectively, especially for large data projects.
- Users find a **steep learning curve** with Databricks, especially challenging for newcomers to big data tools.
- Users find the **complexity** of Databricks challenging, especially for smaller teams and initial setup processes.
- Users face **complex setup** challenges initially, though support helps simplify the experience over time.

#### What Are Recent G2 Reviews of Databricks?

**["Reliable Platform for Building Scalable Data Pipelines"](https://www.g2.com/survey_responses/databricks-review-13198355)**

**Rating:** 5.0/5.0 stars

_— aravind k._

[Read full review](https://www.g2.com/survey_responses/databricks-review-13198355)

**["Databricks Streamlines ETL and Analytics with Scalable Notebooks"](https://www.g2.com/survey_responses/databricks-review-13181721)**

**Rating:** 5.0/5.0 stars

_— Diana C._

[Read full review](https://www.g2.com/survey_responses/databricks-review-13181721)

#### What Are G2 Users Discussing About Databricks?

- [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) - 3 comments, 1 upvote
- [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

### [Gemini Enterprise Agent Platform](https://www.g2.com/es/products/gemini-enterprise-agent-platform/reviews)

La plataforma integral de Google Cloud para que los desarrolladores construyan, escalen, gestionen y optimicen agentes y modelos. Es un destino único para que los equipos técnicos construyan agentes que puedan transformar aplicaciones empresariales y flujos de trabajo en poderosos sistemas agénticos.

**Average Rating:** 4.3/5.0

**Total Reviews:** 717

#### Who Is the Company Behind Gemini Enterprise Agent Platform?

- **Vendedor:** [Google](https://www.g2.com/es/sellers/google)
- **Año de fundación:** 1998
- **Ubicación de la sede:** Mountain View, CA
- **Twitter:** @google  
31,899,995 seguidores en Twitter
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website)  
341,888 empleados en LinkedIn®
- **Propiedad:** NASDAQ:GOOG

#### Who Uses This Product?

- **Who Uses This:** Ingeniero de software, Científico de Datos
- **Top Industries:** Software de Computadora, Tecnología de la información y servicios
- **Company Size:** 43% Small, 29% Large

#### What Do G2 Reviewers Say About Gemini Enterprise Agent Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios valoran la **facilidad de uso** de la Plataforma de Agente Empresarial Gemini, mejorando la productividad y optimizando los flujos de trabajo de manera efectiva.
- Los usuarios valoran las **capacidades multimodales** de Gemini, mejorando la productividad y agilizando los flujos de trabajo de aprendizaje automático de manera efectiva.
- Los usuarios valoran las **capacidades multimodales** de Gemini, mejorando la productividad al reducir el trabajo manual en los proyectos.
- Los usuarios valoran las **capacidades multimodales** de Gemini, mejorando la productividad al simplificar diversas tareas y procesos.
- Los usuarios valoran la **plataforma integrada** de Gemini, mejorando la productividad al combinar varias funcionalidades en un sistema unificado.

##### Cons

- Los usuarios encuentran la **tarificación ambigua** con costos inesperados, lo que hace que la gestión del presupuesto sea un desafío en la plataforma Gemini.
- Los usuarios encuentran la **complejidad** de la plataforma, particularmente en la navegación y las funciones avanzadas, desafiante, especialmente para los principiantes.
- La **curva de aprendizaje es empinada** para los nuevos usuarios, especialmente con características complejas y problemas de transparencia en los precios.
- Los usuarios encuentran que los **problemas de complejidad** de la Plataforma de Agentes Empresariales Gemini conducen a altos costos y una curva de aprendizaje pronunciada.
- Los usuarios encuentran la **difícil curva de aprendizaje** de la Plataforma Gemini Enterprise Agent desafiante, especialmente para los recién llegados a Google Cloud.

#### What Are Recent G2 Reviews of Gemini Enterprise Agent Platform?

**["Creación fácil de agentes de IA"](https://www.g2.com/es/survey_responses/gemini-enterprise-agent-platform-review-13193916)**

**Rating:** 4.5/5.0 stars

_— Belhaje A._

[Read full review](https://www.g2.com/es/survey_responses/gemini-enterprise-agent-platform-review-13193916)

**["Desarrollo rápido de aplicaciones conversacionales y de búsqueda de bajo código con Vertex AI Agent Builder."](https://www.g2.com/es/survey_responses/gemini-enterprise-agent-platform-review-13191521)**

**Rating:** 4.5/5.0 stars

_— Anil B._

[Read full review](https://www.g2.com/es/survey_responses/gemini-enterprise-agent-platform-review-13191521)

#### What Are G2 Users Discussing About Gemini Enterprise Agent Platform?

- [¿Para qué se utiliza Google Cloud AI Platform?](https://www.g2.com/es/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/es/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/es/discussions/how-do-i-use-google-cloud-platform-for-machine-learning)
- [Is Google Cloud AI free?](https://www.g2.com/es/discussions/is-google-cloud-ai-free)
- [What is Google AI platform?](https://www.g2.com/es/discussions/what-is-google-ai-platform) - 2 comments, 2 upvotes

### [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:** 12,951

#### Who Is the Company Behind ClickUp?

- **Seller:** [ClickUp](https://www.g2.com/sellers/clickup)
- **Company Website:** ClickUp.com
- **Year Founded:** 2017
- **HQ Location:** San Diego, California
- **Twitter:** @clickup  
69,539 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=12451d66d580078c16b08985ccc98dcf8d832565fb04a9665439cfd4f2a74fa7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F12949663%2F&secure%5Burl_type%5D=linkedin_company_website)  
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, 19% Medium

#### What Do G2 Reviewers Say About ClickUp?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise ClickUp for its **ease of use** , enhancing collaboration and project management efficiency effortlessly.
- Users value the **robust task management capabilities** of ClickUp, enhancing organization, productivity, and overall workflow efficiency.
- Users value ClickUp's **robust features and flexibility** , significantly enhancing productivity and project visibility across teams.
- Users appreciate the **flexibility and comprehensive integration** of ClickUp, enhancing teamwork and project execution efficiency.
- Users appreciate the **effective collaboration** of ClickUp, enabling seamless teamwork and task management on a single platform.

##### Cons

- Users find **missing features** frustrating in ClickUp, especially when crucial tools are restricted by paywalls and limits.
- Users find the **learning curve for beginners** to be challenging, requiring time to adapt and master the system.
- Users find ClickUp has **limited features** , lacking integrations and complex functionalities, impacting usability and flexibility.
- Users find ClickUp's interface **not intuitive** , complicating the discovery of features and overall user experience.
- Users report experiencing **slow loading** times in ClickUp, impacting overall efficiency and user experience.

#### What Are Recent G2 Reviews of ClickUp?

**["BEST Project Management and Dashboard Tool on the Planet"](https://www.g2.com/survey_responses/clickup-review-6899099)**

**Rating:** 4.5/5.0 stars

_— Katrina J._

[Read full review](https://www.g2.com/survey_responses/clickup-review-6899099)

**["ClickUp Centralizes Tasks, Communication, and Project Management in One Place"](https://www.g2.com/survey_responses/clickup-review-13198399)**

**Rating:** 4.0/5.0 stars

_— Ralph s._

[Read full review](https://www.g2.com/survey_responses/clickup-review-13198399)

#### 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

### [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:** 13,273

#### Who Is the Company Behind Asana?

- **Seller:** [Asana](https://www.g2.com/sellers/asana)
- **Company Website:** asana.com
- **Year Founded:** 2008
- **HQ Location:** San Francisco, CA
- **Twitter:** @Asana  
119,913 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b0026cd552fc243cbff7e669b4f4f58fe6d8629fe0f9733833a1c30db945e3a4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F807257%2F&secure%5Burl_type%5D=linkedin_company_website)  
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, 31% Medium

#### What Do G2 Reviewers Say About Asana?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Asana to have a **user-friendly interface** that enhances collaboration and simplifies task management effectively.
- Users appreciate **effective task management** with Asana, enhancing collaboration and helping avoid burnout in daily activities.
- Users appreciate the **workflow features** of Asana, finding it user-friendly and effective for project management and team collaboration.
- Users value the **effective team collaboration** features of Asana, enhancing project connections and overall workflow management.
- Users value the **user-friendly task tracking** in Asana, which simplifies managing deadlines and enhances overall productivity.

##### Cons

- Users express frustration over the **missing features** like time tracking and duplicating rules within projects.
- Users find the **learning curve steep** due to unclear guidelines and complex functionalities, hindering effective use.
- Users feel that Asana has **limited features** available without a costly upgrade and a tough learning curve.
- Users find the **UI not intuitive** , making navigation and task management more cumbersome than necessary.
- Users find the **search functionality lacking** , making it difficult to efficiently locate projects and tasks.

#### What Are Recent G2 Reviews of Asana?

**["Smooth, Intuitive Project Planning and Task Management in Asana."](https://www.g2.com/survey_responses/asana-review-13196808)**

**Rating:** 4.5/5.0 stars

_— Saurav Kumar J._

[Read full review](https://www.g2.com/survey_responses/asana-review-13196808)

**["Automates Project Management and Boosts Collaboration"](https://www.g2.com/survey_responses/asana-review-11131331)**

**Rating:** 5.0/5.0 stars

_— Dannie S._

[Read full review](https://www.g2.com/survey_responses/asana-review-11131331)

#### 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) - 13 comments, 18 upvotes

### [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 —&nbsp;no credit card required —&nbsp;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:** 2,062

#### Who Is the Company Behind Zapier?

- **Seller:** [Zapier](https://www.g2.com/sellers/zapier)
- **Company Website:** zapier.com
- **Year Founded:** 2011
- **HQ Location:** San Francisco, CA
- **Twitter:** @zapier  
95,859 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9ed4b88b7d3087b088b560447ab5e4d5dd8645ced77266f1a5419671ca92102c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzapier&secure%5Burl_type%5D=linkedin_company_website)  
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, 24% Medium

#### What Do G2 Reviewers Say About Zapier?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Zapier, effortlessly automating tasks with seamless integrations and a user-friendly interface.
- Users appreciate the **seamless automation** offered by Zapier, effortlessly connecting tools and saving significant time on tasks.
- Users love the **wide range of integrations** in Zapier, enhancing automation and improving productivity across various tools.
- Users value the **easy integrations** of Zapier, enabling seamless automation across essential platforms like Google Workspace.
- Users value the **wide range of integrations** in Zapier, enhancing task automation across various platforms effortlessly.

##### Cons

- Users find Zapier to be **expensive** for the features it offers, especially when scaling usage over time.
- Users find that Zapier has **pricing issues** as costs surge with advanced workflows, limiting access to essential features.
- Users find the **setup complexity** of Zapier challenging, especially in error diagnosis and testing limitations.
- Users experience a **steep learning curve** , particularly those without a coding background, making efficient usage challenging.
- Users find Zapier's **limited features** in the free plan restrictive for growing workflows and advanced automations.

#### 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

### [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:** 653

#### Who Is the Company Behind Jotform AI Agents?

- **Seller:** [Jotform](https://www.g2.com/sellers/jotform)
- **Company Website:** www.jotform.com
- **Year Founded:** 2006
- **HQ Location:** San Francisco, California
- **Twitter:** @Jotform  
39,289 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8baa6a5c796d62ca5df3355392c638c519f99283c496ed24278490484f9fcca1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3541463%2F&secure%5Burl_type%5D=linkedin_company_website)  
901 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Owner, CEO
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 73% Small, 11% Medium

#### 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, which significantly simplifies survey creation and workflow automation.
- Users value the **easy setup** of Jotform AI Agents, enabling seamless integration into daily business operations.
- Users value the **time-saving capabilities** of Jotform AI Agents, significantly enhancing their productivity in survey creation.
- Users value the **efficiency** of Jotform AI Agents, which streamlines form creation and enhances overall productivity.
- Users appreciate the **setup ease** of Jotform AI Agents, allowing for quick integration into daily activities.

##### Cons

- Users experience **hallucinations and misunderstandings** with Jotform AI Agents, leading to confusion and frustration during interactions.
- Users find the **limited AI capabilities** challenging, especially for customizing workflows and understanding specific needs.
- Users find the **limited features** of Jotform AI Agents restrictive, hindering flexibility in workflows and session management.
- Users find the **inadequate AI features** of Jotform AI Agents frustrating, as it often hallucinates and misinterprets queries.
- Users express frustration over the **poor understanding** of Jotform AI Agents, impacting usability and project success.

#### What Are Recent G2 Reviews of Jotform AI Agents?

**["Easy Setup and Seamless Integration That Boosted My Workflow"](https://www.g2.com/survey_responses/jotform-ai-agents-review-13159490)**

**Rating:** 5.0/5.0 stars

_— Jimoh A._

[Read full review](https://www.g2.com/survey_responses/jotform-ai-agents-review-13159490)

**["Fast, No-Code AI Assistant That Delivers Contextual Answers"](https://www.g2.com/survey_responses/jotform-ai-agents-review-13188480)**

**Rating:** 5.0/5.0 stars

_— VELYON I._

[Read full review](https://www.g2.com/survey_responses/jotform-ai-agents-review-13188480)

### [CloseBot](https://www.g2.com/es/products/closebot/reviews)

La plataforma líder en creación de agentes de IA conversacional para calificar clientes potenciales y agendar reuniones 24/7 CloseBot es una plataforma de IA conversacional de vanguardia diseñada para revolucionar la forma en que las empresas interactúan con sus clientes potenciales y clientes a través de múltiples canales. Se destaca como una herramienta poderosa, especialmente para empresas que utilizan plataformas como GoHighLevel, ofreciendo una solución robusta y fácil de usar para automatizar la comunicación, calificar clientes potenciales, agendar citas y proporcionar un servicio al cliente excepcional. Utiliza un sistema de IA basado en objetivos donde defines metas específicas para que el bot las logre durante las conversaciones, como la calificación de clientes potenciales o la reserva de citas. Esto permite que el bot adapte dinámicamente sus respuestas y sugerencias para cumplir con esos objetivos, llevando a interacciones más enfocadas y efectivas. Integración perfecta con GoHighLevel, permitiendo el etiquetado automático de contactos y el mapeo de la información recopilada a campos personalizados dentro de GoHighLevel. Esta integración agiliza la gestión de datos y permite activar automatizaciones dentro de GoHighLevel basadas en las interacciones de CloseBot. Se integra con una base de conocimiento donde puedes subir documentos o proporcionar URLs de sitios web para que la IA aprenda y haga referencia durante las conversaciones. Esto permite que el bot proporcione información precisa y específica sobre tu negocio, productos o servicios. Capacidades inteligentes de seguimiento que te permiten automatizar mensajes de seguimiento basados en el contexto de la conversación. Esto asegura que los clientes potenciales y clientes reciban comunicación oportuna y relevante, mejorando las oportunidades de compromiso y conversión. Construido con un algoritmo de sugerencias dinámico que trabaja en segundo plano para crear sugerencias efectivas basadas en tus objetivos y el flujo de la conversación. Esto reduce la complejidad de la ingeniería manual de sugerencias, permitiendo a los usuarios centrarse en definir sus resultados deseados en lugar de elaborar instrucciones complejas.

**Average Rating:** 4.8/5.0

**Total Reviews:** 183

#### Who Is the Company Behind CloseBot?

- **Vendedor:** [CloseBot](https://www.g2.com/es/sellers/closebot)
- **Sitio web de la empresa:** closebot.com
- **Año de fundación:** 2023
- **Ubicación de la sede:** Everett, WA
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=76f081212a6590870b98a4480583f0c59c1980df43a77a28fd354ccbca8551f8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fclosebot-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
17 empleados en LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Director Ejecutivo, Fundador
- **Top Industries:** Marketing y publicidad, Bienes Raíces
- **Company Size:** 50% Small, 4% Medium

#### What Do G2 Reviewers Say About CloseBot?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios elogian la **facilidad de uso** de CloseBot, lo que permite operaciones eficientes sin requerir un conocimiento técnico profundo.
- Los usuarios elogian la **fácil configuración** de CloseBot, lo que permite transiciones rápidas e implementación eficiente para sus equipos.
- Los usuarios valoran la **automatización rápida y eficiente** de CloseBot, mejorando la productividad y simplificando sus flujos de trabajo diarios.
- Los usuarios valoran el **soporte 24/7** de CloseBot, permitiendo asistencia instantánea y mejorando la eficiencia en la captura de clientes potenciales.
- A los usuarios les encanta la **integración de IA** de CloseBot, mejorando la conversión de clientes potenciales a través de conversaciones de ventas automatizadas y conexiones CRM.

##### Cons

- Los usuarios señalan que la **funcionalidad limitada del bot** de CloseBot puede llevar a respuestas irrelevantes y carece de opciones de interacción por voz.
- Los usuarios sienten que **las opciones limitadas de personalización** obstaculizan su capacidad para adaptar CloseBot a sus necesidades específicas.
- Los usuarios notan que **CloseBot puede parecer limitado** debido a su complejidad, requiriendo una curva de aprendizaje para su configuración y uso.
- Los usuarios experimentan una **configuración difícil** con CloseBot, enfrentándose a una curva de aprendizaje pronunciada y desafíos de prueba y error.
- Los usuarios destacan **problemas de integración** con CloseBot, señalando inestabilidad después de las actualizaciones y una necesidad de mejor personalización.

#### What Are Recent G2 Reviews of CloseBot?

**["CloseBot cierra la brecha entre la consulta y la acción"](https://www.g2.com/es/survey_responses/closebot-review-12680018)**

**Rating:** 5.0/5.0 stars

_— Bruce P._

[Read full review](https://www.g2.com/es/survey_responses/closebot-review-12680018)

**["CloseBot hace que los chatbots de IA sean rápidos de construir con una potente automatización."](https://www.g2.com/es/survey_responses/closebot-review-13126365)**

**Rating:** 4.5/5.0 stars

_— Ravindra N._

[Read full review](https://www.g2.com/es/survey_responses/closebot-review-13126365)

### [Lindy](https://www.g2.com/es/products/lindy-lindy/reviews)

Lindy es un asistente de IA, diseñado para gestionar tus tareas diarias y actuar como asistente ejecutivo para profesionales ocupados. Los agentes de IA de Lindy se integran con tus herramientas existentes y tienen el contexto personalizado necesario para automatizar lo mundano. Ya sea que busques: \* un asistente ejecutivo automatizado para organizar correos electrónicos y planificar viajes \* un escriba para transcribir notas médicas \* un chatbot para automatizar el soporte al cliente \* o una solución personalizada para la función de tu negocio y equipos Hay un Lindy para ti. Nuestro objetivo a largo plazo es automatizar todo el trabajo de conocimiento creando una IA que pueda usar cualquier herramienta y acceder a cualquier dato que necesite. Imaginamos un mundo donde puedas describir flujos de trabajo intrincados y obtener aplicaciones sofisticadas para automatizarlos, sin la necesidad de experiencia técnica.

**Average Rating:** 4.9/5.0

**Total Reviews:** 171

#### Who Is the Company Behind Lindy?

- **Vendedor:** [Lindy](https://www.g2.com/es/sellers/lindy)
- **Año de fundación:** 2023
- **Ubicación de la sede:** San Francisco, California, United States
- **Twitter:** @getlindy  
24,175 seguidores en Twitter
- **Página de LinkedIn®:** [fr.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f371558bfc2ca21b21a30648be46280bc40df359d6ab4d189364337d635f9225&secure%5Burl%5D=https%3A%2F%2Ffr.linkedin.com%2Fcompany%2Flindyai&secure%5Burl_type%5D=linkedin_company_website)  
53 empleados en LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Director Ejecutivo, Fundador
- **Top Industries:** Marketing y publicidad, Consultoría
- **Company Size:** 79% Small, 5% Medium

#### What Do G2 Reviewers Say About Lindy?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios elogian la **facilidad de uso** de Lindy, destacando su configuración sin código y su interfaz intuitiva para todos los equipos.
- Los usuarios valoran las **capacidades de automatización** de Lindy, encontrando que simplifica la investigación y mejora su flujo de trabajo general de manera eficiente.
- Los usuarios están impresionados con la **interfaz intuitiva** de Lindy, que permite una automatización sin esfuerzo para aquellos sin experiencia en programación.
- A los usuarios les encanta cómo Lindy proporciona **automatización que ahorra tiempo** , simplificando procesos complejos y mejorando la productividad general.
- Los usuarios elogian la **fácil configuración** de Lindy, permitiendo una rápida automatización sin necesidad de conocimientos técnicos o programación.

##### Cons

- Los usuarios encuentran el **plan de actualización caro** , sintiendo que no es asequible para la persona promedio de clase media.
- Los usuarios encuentran el **alto costo de suscripción** de Lindy oneroso y creen que debería ser más asequible o gratuito.
- Los usuarios encuentran la **curva de aprendizaje empinada** , con una configuración inicial abrumadora y características, especialmente para principiantes.
- Los usuarios sienten que las **funciones limitadas** obstaculizan su experiencia, con un deseo de más ejemplos y recursos para ayudarlos.
- Los usuarios encuentran las **inexactitudes de la IA** en Lindy frustrantes, lo que a menudo lleva a un aumento en los costos de crédito y a ineficiencias.

#### What Are Recent G2 Reviews of Lindy?

**["Automatización de IA sin esfuerzo, perfecta para la gestión de tareas"](https://www.g2.com/es/survey_responses/lindy-review-12703079)**

**Rating:** 4.0/5.0 stars

_— Naqeeb K._

[Read full review](https://www.g2.com/es/survey_responses/lindy-review-12703079)

**["Lindy.ai es como contratar un equipo de asistentes virtuales por una fracción del costo"](https://www.g2.com/es/survey_responses/lindy-review-11790383)**

**Rating:** 4.5/5.0 stars

_— Vera Lúcia H._

[Read full review](https://www.g2.com/es/survey_responses/lindy-review-11790383)

### [Retell AI](https://www.g2.com/es/products/retell-ai/reviews)

Retell AI es una potente plataforma de inteligencia artificial conversacional diseñada para automatizar interacciones de voz, SMS y chat con un rendimiento natural y similar al humano. Construida sobre tu elección de modelos de lenguaje grandes (LLMs), Retell permite a los equipos crear agentes de IA en tiempo real que manejan llamadas, activan flujos de trabajo de mensajería e integran sin problemas en tus sistemas existentes, todo sin escribir código. En su núcleo, Retell ofrece Automatización de Agentes de Voz que se siente indistinguible de hablar con una persona real. Las llamadas son manejadas por agentes nativos de LLM que responden en 600 milisegundos, soportan lógica de múltiples turnos y operan en más de 31 idiomas con calidad de habla nativa. Puedes construir y gestionar tus propios flujos de agentes usando un constructor intuitivo de arrastrar y soltar que soporta árboles IVR, transferencias dinámicas, webhooks en tiempo real e integración CRM. Ya sea que estés programando citas, respondiendo preguntas frecuentes o calificando clientes potenciales, estos agentes son rápidos, confiables y listos para producción. Más allá de la voz, Retell también permite la automatización de SMS y chat. Los agentes pueden enviar mensajes contextuales durante o después de las llamadas telefónicas, o funcionar como bots de texto/chat independientes. Puedes usar números de Twilio o traer los tuyos propios para campañas salientes, permitiendo un compromiso flexible y multicanal. Para asegurar calidad y conocimiento, Retell ofrece herramientas integradas de prueba y control de calidad. Puedes simular conversaciones, realizar pruebas A/B de flujos de llamadas y monitorear datos de llamadas en vivo a través de paneles detallados. Rastrea CSAT, latencia, sentimiento y resultados de conversaciones, todo en un solo lugar. Los agentes de voz pueden ser desplegados a través de Twilio, SIP, identificación de llamada de marca o integrados usando los SDK web de Retell. A diferencia de los sistemas IVR o guionados heredados, Retell está construido desde cero para ser nativo de IA y totalmente personalizable. Ya sea que estés en el sector de la salud, logística, fintech o soporte al cliente, la plataforma de Retell te permite escalar conversaciones personalizadas a través de canales, aumentando la satisfacción del cliente y reduciendo los costos operativos.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2,612

#### Who Is the Company Behind Retell AI?

- **Vendedor:** [Retell AI](https://www.g2.com/es/sellers/retell-ai)
- **Sitio web de la empresa:** www.retellai.com
- **Año de fundación:** 2023
- **Ubicación de la sede:** Palo Alto, US
- **Twitter:** @retellai  
3,181 seguidores en Twitter
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7c72ae3fc448e271685ec93ce82d98c46cf398f2e1826b4c72bfcdcac1dfc471&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fretellai%2F&secure%5Burl_type%5D=linkedin_company_website)  
121 empleados en LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Fundador, Director Ejecutivo
- **Top Industries:** Tecnología de la información y servicios, Software de Computadora
- **Company Size:** 3% Small, 0% Medium

#### What Do G2 Reviewers Say About Retell AI?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios encuentran que la **facilidad de uso** de Retell AI mejora su flujo de trabajo con indicaciones simples e integración.
- Los usuarios aprecian la **facilidad de uso y la funcionalidad fluida** de Retell AI, haciéndolo accesible para todos.
- Los usuarios aprecian la **interfaz sencilla** de Retell AI, encontrándola rápida y fácil de aprender y usar.
- Los usuarios destacan la **facilidad de las integraciones** , apreciando lo intuitivo que es conectarse con servicios de terceros.
- Los usuarios aprecian la **interfaz simple y limpia** de Retell AI, lo que facilita a cualquiera crear agentes de voz.

##### Cons

- Los usuarios sienten la necesidad de **funciones faltantes** como voces diversas, integraciones nativas de CRM y más opciones de troncales SIP.
- Los usuarios sienten que Retell AI es **caro** en comparación con las alternativas, particularmente sienten que el costo para las pruebas es excesivo.
- Los usuarios encuentran el **empinada curva de aprendizaje** desafiante, aunque hay soporte disponible para facilitar el proceso.
- Los usuarios encuentran que las **características limitadas** de Retell AI obstaculizan la funcionalidad, lo que requiere depender de herramientas adicionales para las pruebas.
- Los usuarios experimentan una **pobre comprensión** de los tipos de conversación, lo que lleva a interacciones desalineadas y un aumento en los esfuerzos de ajuste manual.

#### What Are Recent G2 Reviews of Retell AI?

**["¡Gestión de Propiedades Hecha Fácil!"](https://www.g2.com/es/survey_responses/retell-ai-review-13024552)**

**Rating:** 5.0/5.0 stars

[Read full review](https://www.g2.com/es/survey_responses/retell-ai-review-13024552)

**["Interfaz de usuario pulida para construir agentes de llamadas autónomos de IA con integraciones de Twilio y Telnyx"](https://www.g2.com/es/survey_responses/retell-ai-review-12722058)**

**Rating:** 5.0/5.0 stars

_— Rishav K._

[Read full review](https://www.g2.com/es/survey_responses/retell-ai-review-12722058)

### [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:** 152

#### 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website)  
231,632 employees on LinkedIn®
- **Ownership:** MSFT

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 39% Small, 32% Large

#### What Do G2 Reviewers Say About Microsoft Copilot Studio?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Microsoft Copilot Studio's **ease of use** essential for quick and effective low-code bot development.
- Users appreciate the **easy integrations** of Microsoft Copilot Studio, boosting productivity and enabling quick AI implementation.
- Users value the **easy setup** of Microsoft Copilot Studio, finding it self-explanatory and quick to configure.
- Users value the **easy-to-use low-code development** of Microsoft Copilot Studio, enhancing their AI project efficiency and speed.
- Users appreciate the **flexible automation** capabilities of Microsoft Copilot Studio, enhancing productivity while ensuring security and compliance.

##### Cons

- Users find the **pricing structures** of Microsoft Copilot Studio can be a drawback, especially for smaller organizations.
- Users find the **limited customization** options of Microsoft Copilot Studio restricting their experience and usability.
- Users find the **learning curve challenging** , especially when trying to utilize advanced features and integrations effectively.
- Users find the **complex workflows** of Microsoft Copilot Studio overwhelming, especially with integration and performance issues.
- Users face **integration issues** with Microsoft Copilot Studio, making setup and configuration challenging and time-consuming.

#### What Are Recent G2 Reviews of Microsoft Copilot Studio?

**["Easy-to-Customize AI Agents for Sales, Support, and Product Knowledge"](https://www.g2.com/survey_responses/microsoft-copilot-studio-review-12725601)**

**Rating:** 5.0/5.0 stars

_— Matthew W._

[Read full review](https://www.g2.com/survey_responses/microsoft-copilot-studio-review-12725601)

**["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

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Similar Categories

- [AI Agents](/categories/ai-agents)

[Browse AI Agent Builders Themes](/categories/ai-agent-builders/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated April 29, 2026

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 Tools at a Glance

| 

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Salesforce-native autonomous agent building and deployment

 | 

User Review

"Agentforce + Data Cloud Integration Makes Lead Qualification Easy"

 |
| 

 | 

Knowledge-base-native AI agent building

 | 

User Review

"Notion Became My Digital Headquarters for Organizing Everything"

 |
| 

 | 

RPA-native agentic orchestration with human-in-the-loop

 | 

User Review

"Extending RPA Capabilities with Agentic AI"

 |
| 

 | 

Visual agentic app development with low-code

 | 

User Review

"OutSystems Speeds Delivery with a Powerful Visual Low-Code Platform"

 |
| 

 | 

ServiceNow-native agentic ITSM workflow automation

 | 

User Review

"ServiceNow AI Agents Feel Like a Perfect Team Member"

 |
| 

 | 

AI-automated cross-team workflow orchestration

 | 

User Review

"Automates Project Management and Boosts Collaboration"

 |
| 

 | 

No-code agent-building with cross-app workflow automation

 | 

User Review

"Zapier has changed a lot recently!"

 |

* * *

Show More

### AI Agent Builders Topics

- [AI Agent Builders buying insights at a glance](#ai-agent-builders-buying-insights-at-a-glance)
- [Top 5 FAQs from software buyers:](#top-5-faqs-from-software-buyers)
- [What are the top-reviewed AI Agent Builders on G2?](#what-are-the-top-reviewed-ai-agent-builders-on-g2)
- [What I Often See in AI Agent Building Tools](#what-i-often-see-in-ai-agent-building-tools)
- [Expert Takeaway](#expert-takeaway)
- [AI Agent Builders Software FAQs](#ai-agent-builders-software-faqs)
- [Sources](#sources)

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### AI Agent Builders Topics
Expand/Collapse ](#)
- [AI Agent Builders buying insights at a glance](#ai-agent-builders-buying-insights-at-a-glance)
- [Top 5 FAQs from software buyers:](#top-5-faqs-from-software-buyers)
- [What are the top-reviewed AI Agent Builders on G2?](#what-are-the-top-reviewed-ai-agent-builders-on-g2)
- [What I Often See in AI Agent Building Tools](#what-i-often-see-in-ai-agent-building-tools)
- [Expert Takeaway](#expert-takeaway)
- [AI Agent Builders Software FAQs](#ai-agent-builders-software-faqs)
- [Sources](#sources)

## Learn More 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&nbsp;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.&nbsp;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