Best Bot Platforms for Small Business

How Many Bot Platforms Products Does G2 Track?

Total Products under this Category: 236

Category Stats (Oct 2026)

  • Average Rating: 4.52/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: ServiceNow EmployeeWorks (+0.09%) - Among all products in this category, ServiceNow EmployeeWorks recorded the largest rating increase compared to last month

Last updated: October 25, 2026

How Does G2 Rank Bot Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 10,000+ Authentic Reviews
  • 236+ 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 Bot Platforms

G2 Grid® for Bot Platforms plotting products by satisfaction and market presence

Highlighted products: Microsoft Copilot Studio, Sierra, IBM watsonx Orchestrate, Botpress, Voiceflow, Lindy, Amazon Lex, and Qualified.

Underlying data: [Grid® JSON](https://www.g2.com/categories/bot-platforms/grids.json?focus%5B%5D=microsoft-microsoft-copilot-studio&focus%5B%5D=sierra&focus%5B%5D=ibm-watsonx-orchestrate&focus%5B%5D=botpress&focus%5B%5D=voiceflow&focus%5B%5D=lindy-lindy&focus%5B%5D=amazon-lex&focus%5B%5D=qualified&segment=small-business)

Microsoft Copilot Studio

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

How Do G2 Users Rate Microsoft Copilot Studio?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Quality of Support: 8.2/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Microsoft Copilot Studio?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 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 love the ease of use of Microsoft Copilot Studio, which streamlines tasks and integrates smoothly with Microsoft 365.
  • Users value the easy integrations of Microsoft Copilot Studio, facilitating seamless use with existing Microsoft tools.
  • Users appreciate the easy setup of Microsoft Copilot Studio, making it accessible even for those without technical knowledge.
  • Users value the seamless AI integration of Microsoft Copilot Studio, enhancing productivity without requiring extensive coding skills.
  • Users value the automation capabilities of Microsoft Copilot Studio, significantly enhancing productivity by streamlining repetitive tasks.
Cons
  • Users are concerned about the expensive costs of Microsoft Copilot Studio, which can accumulate quickly with usage.
  • Users face limited customization options with Microsoft Copilot Studio, hindering their ability to adapt it to their needs.
  • Users face a steep learning curve when trying to fully customize Microsoft Copilot Studio to their preferences.
  • Users report that complex workflows can be disrupted by hard quotas, leading to frustrations in high-traffic environments.
  • Users express frustration with integration issues, finding Microsoft Copilot Studio limited and overly complex for diverse needs.

What Are Recent G2 Reviews of Microsoft Copilot Studio?

What Are G2 Users Discussing About Microsoft Copilot Studio?

Sierra

Sierra is the conversational AI platform for businesses. We enable every company to elevate their customer experience with AI.

Average Rating: 4.5/5.0

Total Reviews: 127

How Do G2 Users Rate Sierra?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Quality of Support: 9.1/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind Sierra?

  • Seller: Sierra
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    1,043 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Retail
  • Company Size: 52% Small, 34% Medium

What Do G2 Reviewers Say About Sierra?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Sierra, highlighting its fast implementation and responsive support team.
  • Users find Sierra to be highly efficient, enhancing task performance and streamlining operational workflows effectively.
  • Users find Sierra's efficiency remarkable, enhancing task performance and streamlining workflows across various integrations.
  • Users appreciate the easy integrations of Sierra, streamlining workflows and enhancing overall efficiency in operations.
  • Users value the powerful integration capabilities of Sierra, enhancing collaboration and efficiency across teams seamlessly.
Cons
  • Users find Sierra expensive, noting limited transparency in pricing that complicates long-term cost assessment.
  • Users find the bug issues in Sierra problematic, citing a complex setup process and more bugs than competitors.
  • Users find the complex configuration process challenging and report more bugs compared to competing products.
  • Users find the complex setup process of Sierra frustrating, along with a higher number of bugs compared to competitors.
  • Users dislike the cost limitations of Sierra, finding transparency on pricing and long-term expenses lacking.

What Are Recent G2 Reviews of Sierra?

IBM watsonx Orchestrate

IBM® watsonx Orchestrate® puts AI to work for automating complex workflows and processes at scale, without changing your existing systems and tools. IBM watsonx Orchestrate helps you build, deploy and manage powerful AI assistants and agents, enabling seamless collaboration between them, to create one unified user experience. It can easily integrate with your existing business systems by connecting to multiple proprietary and third-party AI models or automation tools from 100+ enterprise apps. This allows the solution to adapt to your business needs instead of forcing you to adapt to generative AI. It is built on top of watsonx, which is a generative AI solution that allows the user to access multiple foundation models while emphasizing on enterprise-grade security, governance, and compliance. The outcome? Less manual work. Faster decisions. Increased AI productivity. A more efficient business— at scale. IBM watsonx Orchestrate offers the following: - Multi-agent orchestration - Easily deploy, manage, and govern a heterogenous network of AI assistants and agents, across their lifecycle. Enable smooth collaboration amongst multiple AI assistants and agents, whether they are built in-house or from third-party vendors, for a unified user experience. Work across hybrid cloud environments while integrating with complex tech stacks, wherever they reside. Empower employees with self-service access to AI assistants and agents so that they can focus more on what matters most to them. - Low-code agent builder and pre-built agents – Quickly build and deploy custom-built or pre-built AI agents using a range of low-code to pro-code tools, designed for everyday business users as well as professional developers. Easily leverage a software development kit (SDK) that includes tools, documentation, and code samples for faster turnaround times. Accelerate your agentic automation journey with pre-built agents built for specific business domains like human resources, sales, procurement, customer service and more. - Complex business workflow and process automation optimization - Streamline essential processes and reduce manual workflows to get faster ROIs by integrating with current systems or multiple third-party models. Simplify access to several tools and leverage ready-made integrations with 100+ leading enterprise apps including those from Microsoft, Salesforce, SAP, ServiceNow, Workday and more. Key Highlights: 1. Several tools and ready-to-use integrations designed for connecting with 100+ leading enterprise apps, for faster time to value. 2. A set of pre-built agents for specific business domains (like human resources, procurement, sales and more), as well as custom agent building capabilities including a range of low-code to pro-code authoring tools, for adapting to enterprise specific needs. 3. Multi-agent orchestration to enable hassle-free collaboration between several AI assistants, agents, and applications for a unified user experience.

Average Rating: 4.4/5.0

Total Reviews: 367

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How Do G2 Users Rate IBM watsonx Orchestrate?

  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.8/10)
  • Quality of Support: 8.1/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.5/10 (Category avg: 8.5/10)

Who Is the Company Behind IBM watsonx Orchestrate?

  • Seller: IBM
  • Company Website:
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 42% Large, 38% Small

What Do G2 Reviewers Say About IBM watsonx Orchestrate?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of IBM Watsonx Orchestrate for building and deploying intelligent agents effortlessly.
  • Users value the easy integrations of IBM Watsonx Orchestrate, enhancing automation and simplifying marketing workflows effectively.
  • Users value the low to no code interface that makes automating tasks with IBM watsonx Orchestrate easy and efficient.
  • Users value the seamless AI integration of IBM watsonx Orchestrate, enhancing efficiency and user experience across platforms.
  • Users appreciate the seamless integrations of IBM Watsonx Orchestrate, enabling smooth workflows across various marketing platforms.
Cons
  • Users find the learning curve steep and mention limited educational resources for mastering IBM watsonx Orchestrate.
  • Users find the complexity in the learning curve to be challenging, especially when integrating with enterprise systems.
  • Users find the integration issues cumbersome, often requiring extra workflows for a seamless experience.
  • Users note the missing features in IBM watsonx Orchestrate, which hinder usability and complicate development processes.
  • Users find IBM watsonx Orchestrate to be expensive, making it less accessible for smaller firms and integrations challenging.

What Are Recent G2 Reviews of IBM watsonx Orchestrate?

What Are G2 Users Discussing About IBM watsonx Orchestrate?

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Botpress

Botpress is the enterprise-grade AI agent platform for customer support. Founded as an AI agent company, Botpress has spent 10 years building the infrastructure that makes enterprise-grade AI support possible, with over 750,000 agents shipped. Botpress offers a complete platform for building, deploying, and managing AI-powered customer support experiences. Its AI-native helpdesk combines ticket management, routing, agent workspaces, analytics, and customer communication channels in a single system, allowing AI agents and human agents to collaborate seamlessly while preserving full conversation context. Organizations can either integrate it with existing platforms such as Zendesk, Intercom, and Freshdesk or use it as a standalone solution. For teams that want to build their own AI agents, Botpress provides Studio, a visual no-code builder with integrations, knowledge base connectivity, and multi-channel deployment. Technical teams can also use the Agent Development Kit (ADK), a code-first framework that provides full control over agent logic, integrations, and behavior. Botpress can handle the tickets that every other tool escalates, due to its deep history is AI agent infrastructure. There is no technical ceiling on what it can do, and developer-level control is available for teams that need to go further. Botpress works on top of any existing helpdesk as an overlay or as a fully standalone helpdesk. In 2025, Botpress raised a $25M Series B led by FRAMEWORK Ventures with participation from HubSpot, Deloitte, and Inovia, to accelerate platform growth and global adoption. The company continues to expand its ecosystem of tools, integrations, and prebuilt workflows, making it easier for businesses to adopt AI agents in real-world use cases. Botpress stands at the center of the shift from static chatbots to autonomous AI systems. By providing the infrastructure for safe, scalable, and production-ready agents, Botpress enables companies to transform how work gets done across customer-facing and internal processes.

Average Rating: 4.5/5.0

Total Reviews: 423

How Do G2 Users Rate Botpress?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.8/10)
  • Quality of Support: 8.0/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Botpress?

  • Seller: Botpress
  • Company Website:
  • Year Founded: 2017
  • HQ Location: Quebec, QC
  • Twitter: @getbotpress
    2,651 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    84 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 75% Small, 15% Medium

What Do G2 Reviewers Say About Botpress?

AI-generated summary from verified user reviews

Pros
  • Users praise Botpress for its ease of use, enabling quick chatbot creation without coding expertise.
  • Users value the workflow flexibility of Botpress, enabling rapid development and integration of sophisticated chatbots.
  • Users value the seamless integrations with tools like WhatsApp and Slack, enhancing adaptability and user experience.
  • Users commend the easy integrations of Botpress, enhancing adaptability and simplifying the chatbot implementation process.
  • Users love the intuitive interface of Botpress, making chatbot creation easy for both technical and non-technical users.
Cons
  • Users face a steep learning curve with Botpress due to complex access and insufficient troubleshooting guides.
  • Users find the limited features of Botpress hinder effective conversation management and user detail handling.
  • Users find the missing features in Botpress frustrating, particularly in managing conversations and user details efficiently.
  • Users often face a steep learning curve with Botpress, particularly when customizing features beyond the basic setup.
  • Users find the poor documentation frustrating, leading to confusion and wasted time troubleshooting issues with Botpress.

What Are Recent G2 Reviews of Botpress?

What Are G2 Users Discussing About Botpress?

Voiceflow

Voiceflow is a AI agent platform that empowers product teams at mid-market and enterprise companies to design, deploy, and scale AI agents across chat and voice channels. Trusted by teams at StubHub, Superloop, JP Morgan Chase, and Trilogy, Voiceflow combines an intuitive drag-and-drop agent builder with a knowledge base, content management system, and native integrations, so teams can move from prototype to production faster. Ship advanced, production-ready AI agents with a developer-first toolkit and powerful API library that supports custom integrations and tailored interfaces. Voiceflow’s built-in analytics surfaces transcripts and let’s you set your own evaluation criteria at scale. Replay conversations, debug step-by-step, filter with precision, and visualize user actions like button clicks — all in a single platform. Voiceflow is ideal for product teams building chatbots, voice assistants, virtual agents, or omnichannel customer experiences.

Average Rating: 4.5/5.0

Total Reviews: 115

How Do G2 Users Rate Voiceflow?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Quality of Support: 8.5/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind Voiceflow?

  • Seller: Voiceflow
  • Company Website:
  • Year Founded: 2019
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    92 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Founder, CEO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 62% Small, 15% Medium

What Do G2 Reviewers Say About Voiceflow?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the intuitive no-code building of Voiceflow, making it accessible and user-friendly for all skill levels.
  • Users appreciate the no-code building and intuitive features of Voiceflow, making chatbot creation accessible for everyone.
  • Users love the easy integrations in Voiceflow, making it simple to connect apps and enhance their projects.
  • Users love the intuitive design and ease of use in Voiceflow, making AI bot creation seamless and efficient.
  • Users commend the easy-to-use integrations of Voiceflow, enabling seamless app connections and enhancing user experience.
Cons
  • Users note the limited features of Voiceflow, desiring better integrations and more guidance during setup.
  • Users find integration issues challenging, wishing for clearer guidance and more accessible options during setup.
  • Users find that Voiceflow lacks necessary features, like dark mode and improved tools for voice transcribing.
  • Users face usage limitations with Voiceflow, including restricted integrations and reliance on built-in AI credits.
  • Users feel that improvements are needed in Voiceflow's setup, integrations, and debugging features for better usability.

What Are Recent G2 Reviews of Voiceflow?

What Are G2 Users Discussing About Voiceflow?

Lindy

Lindy is an AI workflow automation platform that helps businesses streamline operations by handling repetitive tasks at scale. With Lindy, you can build AI agents—without writing a single line of code—to automate tasks like responding to emails, scheduling meetings, enriching leads, recording and summarizing calls, and more. Key Features: ✅ No-Code AI Agent Builder – Create custom AI-powered assistants in minutes. ✅ 200+ App Integrations – Connect seamlessly with your CRM, email, calendar, and other business tools. ✅ End-to-End Automation – Automate outreach, data entry, meeting summaries, and follow-ups. ✅ Get Started with a Template – Hundred of templates to help you deploy AI agents as executive assistants, customer support chatbots, medical scribes, sales assistants, and more. ✅ Scalable & Adaptable – Customize workflows to fit your business needs, from small teams to enterprises. Check it out at lindy.ai

Average Rating: 4.9/5.0

Total Reviews: 171

How Do G2 Users Rate Lindy?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 9.1/10 (Category avg: 8.8/10)
  • Quality of Support: 8.9/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.9/10 (Category avg: 8.5/10)

Who Is the Company Behind Lindy?

  • Seller: Lindy
  • Year Founded: 2023
  • HQ Location: San Francisco, California, United States
  • Twitter: @getlindy
    24,175 Twitter followers
  • LinkedIn® Page: fr.linkedin.com
    50 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Marketing and Advertising, Consulting
  • Company Size: 79% Small, 5% Medium

What Do G2 Reviewers Say About Lindy?

AI-generated summary from verified user reviews

Pros
  • Users value the effortless ease of use of Lindy, simplifying AI agent setup and workflow automation seamlessly.
  • Users love the automation capabilities of Lindy, enabling efficient task management and seamless workflows for enhanced productivity.
  • Users commend Lindy for its intuitive interface, making task automation easy and accessible for beginners.
  • Users value the time-saving capabilities of Lindy, enabling quick setup and efficient task management for their businesses.
  • Users find Lindy's easy setup remarkably efficient, enabling quick agent deployment and enhanced productivity.
Cons
  • Users find Lindy to be expensive, especially due to limited credits and high costs for error corrections.
  • Users find the high subscription cost of Lindy challenging, especially for scaling and non-US users.
  • Users find the learning curve steep, complicating the onboarding process despite the “no-code” marketing claims.
  • Users find the limited features of Lindy restrictive, making it hard to fully explore the software before upgrading.
  • Users are frustrated with Lindy's AI inaccuracy, leading to costly errors and frequent misunderstandings during usage.

What Are Recent G2 Reviews of Lindy?

Amazon Lex

Amazon Lex is a service for building conversational interfaces into any application using voice and text. Amazon Lex provides the advanced deep learning functionalities of automatic speech recognition (ASR) for converting speech to text, and natural language understanding (NLU) to recognize the intent of the text, to enable you to build applications with highly engaging user experiences and lifelike conversational interactions. With Amazon Lex, the same deep learning technologies that power Amazon Alexa are now available to any developer, enabling you to quickly and easily build sophisticated, natural language, conversational bots (“chatbots”). Speech recognition and natural language understanding are some of the most challenging problems to solve in computer science, requiring sophisticated deep learning algorithms to be trained on massive amounts of data and infrastructure. Amazon Lex democratizes these deep learning technologies by putting the power of Amazon Alexa within reach of all developers. Harnessing these technologies, Amazon Lex enables you to define entirely new categories of products made possible through conversational interfaces. As a fully managed service, Amazon Lex scales automatically, so you don’t need to worry about managing infrastructure. With Amazon Lex, you pay only for what you use. There are no upfront commitments or minimum fees.

Average Rating: 4.2/5.0

Total Reviews: 42

How Do G2 Users Rate Amazon Lex?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)
  • Ease of Use: 8.5/10 (Category avg: 8.8/10)
  • Quality of Support: 8.6/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.9/10 (Category avg: 8.5/10)

Who Is the Company Behind Amazon Lex?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    148,266 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 44% Large, 30% Small

What Do G2 Reviewers Say About Amazon Lex?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless AI integration of Amazon Lex, enhancing the development of robust chatbots effortlessly.
  • Users value the seamless API integration of Amazon Lex, enhancing chatbot capabilities and performance effortlessly.
  • Users value the robust AI capabilities of Amazon Lex, enabling efficient and reliable enterprise-grade chatbot development.
  • Users appreciate the automation capabilities of Amazon Lex, which enhance efficiency and streamline chatbot development.
  • Users value the bot customization capabilities of Amazon Lex, enabling them to create effective and tailored conversational experiences.
Cons
  • Users find that complexity in managing conversational flows can hinder effective use and increase development challenges.
  • Users find Amazon Lex to be expensive, especially with increased traffic and complex management requirements for advanced features.
  • Users find team dependency challenging when managing complex conversational flows and debugging failures in Amazon Lex.
  • Users find Amazon Lex time-consuming to manage, especially for complex conversational flows and debugging failures.

What Are Recent G2 Reviews of Amazon Lex?

What Are G2 Users Discussing About Amazon Lex?

Qualified

Qualified is the Agentic Marketing platform for B2B companies around the world. Headquartered in San Francisco, Qualified is built to modernize and maximize inbound pipeline generation with Piper the AI SDR Agent. Piper autonomously engages website visitors, captures leads, and converts them into pipeline with zero human intervention. With Piper, Qualified is transforming pipeline generation as we know it today. Your website is the front door to your business and the pinnacle of pipeline generation, but what happens when interested buyers want to learn more? They submit a web form and move on. Those leads get added to a queue for an inbound Sales Development Rep (SDR) to follow up with and nurture to pipeline for your sales team. How long does it take for an inbound lead to hear back? It can take hours, if not days. In the world of sales and marketing, speed is crucial as 78% of buyers go with the vendor that responds to them first. The problem is it's impossible to respond quickly with the current process because it's painfully manual, time intensive, and it relies on limited human capacity. But it doesn’t have to be this way. In the age of AI, we can put pipeline generation on autopilot. Meet Piper the AI SDR Agent. She operates across your entire inbound motion and works tirelessly to convert qualified buyers into pipeline, 24x7. Piper knows everything about your buyers. She profiles every website visitor to understand whether they're qualified and where they are in the buying journey then works toward her conversion goals. Piper also turns every touchpoint on your website into an opportunity for conversion with live chat, meeting booking, and personalized marketing offers. What's more, Piper works the inbox to send fast, personalized follow up and nurture emails to each and every lead. Hundreds of the world’s leading brands—including Crunchbase, Demandbase, Greenhouse, Plaid, and Suse—have hired Piper the AI SDR Agent to grow their inbound pipeline and are seeing real tangible business results.

Average Rating: 4.9/5.0

Total Reviews: 1,558

How Do G2 Users Rate Qualified?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 8.9/10)
  • Ease of Use: 9.2/10 (Category avg: 8.8/10)
  • Quality of Support: 9.9/10 (Category avg: 8.7/10)
  • AI Text Generation: 9.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Qualified?

  • Seller: Salesforce
  • Company Website:
  • Year Founded: 1999
  • HQ Location: San Francisco, CA
  • Twitter: @salesforce
    579,511 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    89,711 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Marketing Operations Manager, Sales Development Representative
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 67% Medium, 21% Large

What Do G2 Reviewers Say About Qualified?

AI-generated summary from verified user reviews

Pros
  • Users value the excellent and responsive customer support from Qualified, ensuring smooth implementation and ongoing assistance.
  • Users value the excellent support from Qualified, enhancing their experience and facilitating smooth integrations and migrations.
  • Users value the seamless data integration of Qualified, enhancing real-time engagement and optimizing website conversions effectively.
  • Users find Qualified to be exceptionally easy to use, with seamless integration and effective tools enhancing their experience.
  • Users value the exceptional customer service from Qualified, noting responsiveness and personalized support throughout their experience.
Cons
  • Users find the learning curve steep due to non-intuitive reporting and dashboard features, affecting overall usability.
  • Users note the missing features in Qualified, making it difficult to extract insights and accomplish tasks efficiently.
  • Users face a steep learning curve with Qualified, requiring time and support to fully utilize its features.
  • Users desire more customization options in Qualified, particularly for graphic elements and dialogue flow management.
  • Users find the complexity of Qualified's setup and management can be cumbersome without proper guidance and support.

What Are Recent G2 Reviews of Qualified?

What Are G2 Users Discussing About Qualified?

Rep AI

REP AI is a cutting-edge plug-and-play solution specifically designed to enhance customer engagement for e-commerce businesses. This innovative software seamlessly integrates with Shopify, allowing it to automatically analyze and understand your website's content. By doing so, REP AI can provide accurate and contextually relevant responses to shoppers without the need for any manual configuration. This capability makes it an ideal choice for businesses looking to streamline their customer interaction processes and improve overall efficiency. Targeted primarily at e-commerce merchants, REP AI is particularly beneficial for those who wish to optimize their online sales strategies. The platform is designed to cater to businesses of all sizes, from small startups to larger enterprises, enabling them to engage with customers more effectively. By leveraging artificial intelligence, REP AI can handle a significant volume of customer inquiries, allowing businesses to focus on growth and innovation while ensuring that customer needs are met promptly and accurately. One of the standout features of REP AI is its ability to significantly enhance conversion rates and average order values. Users have reported impressive results, including a 250% increase in conversion rates and a 40% rise in average order value. This is achieved through its intelligent response system that not only addresses customer questions but also guides them through the purchasing process, ultimately leading to higher sales figures. Additionally, REP AI is capable of managing up to 95% of all support inquiries, which reduces the burden on customer service teams and allows them to concentrate on more complex issues. The benefits of using REP AI extend beyond just sales figures. By providing timely and relevant responses, the platform enhances customer satisfaction, fostering loyalty and repeat business. The ease of integration means that businesses can implement REP AI quickly and start seeing results almost immediately. This flexibility allows merchants to scale their operations without the typical growing pains associated with customer service and engagement challenges. Overall, REP AI stands out in the e-commerce landscape as a powerful tool that not only improves customer interactions but also drives significant business growth. Its unique combination of automation, intelligence, and ease of use makes it an essential asset for merchants aiming to thrive in a competitive online marketplace.

Average Rating: 4.9/5.0

Total Reviews: 64

How Do G2 Users Rate Rep AI?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 8.9/10)
  • Ease of Use: 9.1/10 (Category avg: 8.8/10)
  • Quality of Support: 9.9/10 (Category avg: 8.7/10)
  • AI Text Generation: 9.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Rep AI?

  • Seller: Rep AI
  • Year Founded: 2020
  • HQ Location: United States
  • Twitter: @TeamRepAI
    273 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    38 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 88% Small, 11% Medium

What Do G2 Reviewers Say About Rep AI?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support from Rep AI, highlighting their responsiveness and commitment to client success.
  • Users value the exceptional customer engagement from Rep AI, enhancing their shopping experience with valuable insights and support.
  • Users love the AI-driven support of Rep AI, enhancing customer interactions and boosting sales effortlessly.
  • Users commend the outstanding customer success provided by Rep AI, enhancing their eCommerce experience significantly.
  • Users highlight the sales improvement capabilities of Rep AI, boosting online sales and enhancing customer engagement greatly.
Cons
  • Users find the pricing high, which may be a concern for those with budget constraints.
  • Users find limited customization frustrating, yet they feel the benefits far exceed the drawbacks of Rep AI.
  • Users find notification issues slightly bothersome, but appreciate prompt resolutions from the support team.
  • Users express concern about poor customer support, feeling frustrated by the lack of direct human interaction and repetitive loops.
  • Users find the occasional need for extra fine-tuning in Rep AI's responses somewhat frustrating for specific queries.

What Are Recent G2 Reviews of Rep AI?

Google Cloud Dialogflow

Lifelike conversational AI with state-of-the-art virtual agents. Available in two editions: Dialogflow CX (advanced), Dialogflow ES (standard).

Average Rating: 4.4/5.0

Total Reviews: 145

How Do G2 Users Rate Google Cloud Dialogflow?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 8.9/10)
  • Ease of Use: 8.6/10 (Category avg: 8.8/10)
  • Quality of Support: 8.3/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Google Cloud Dialogflow?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 43% Small, 34% Large

What Do G2 Reviewers Say About Google Cloud Dialogflow?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of Google Cloud Dialogflow, finding it user-friendly and helpful for creating interfaces.
  • Users appreciate the seamless integration capabilities of Google Cloud Dialogflow with leading Contact Center providers.
  • Users appreciate the intuitive design of Dialogflow, making chatbot and voice assistant creation quick and accessible for everyone.
  • Users find the easy setup of Dialogflow allows for quick creation of intuitive chatbots, even for beginners.
  • Users value the easy implementation and robust features of Google Cloud Dialogflow for creating chatbots and voice assistants.
Cons
  • Users warn that the cost can escalate quickly for high-traffic bots, affecting overall budget management.
  • Users find that the cost can rise quickly with Google Cloud Dialogflow, especially for high-traffic applications.
  • Users find feature complexity overwhelming, especially for beginners managing dynamic contexts and troubleshooting advanced use cases.
  • Users find the learning curve steep for Dialogflow, making it challenging for beginners to get started.
  • Users find some parts of Dialogflow too technical, making it a learning difficulty for beginners to navigate.

What Are Recent G2 Reviews of Google Cloud Dialogflow?

What Are G2 Users Discussing About Google Cloud Dialogflow?

CloseBot

The Leading Conversational AI Agent Builder Platform to Qualify Leads and Book Meetings 24/7 CloseBot is a cutting-edge conversational AI platform designed to revolutionize how businesses interact with their leads and customers across multiple channels. It stands out as a powerful tool, particularly for businesses using platforms like GoHighLevel, offering a robust and user-friendly solution for automating communication, qualifying leads, booking appointments, and providing exceptional customer service. Utilizes an objective-based AI system where you define specific goals for the bot to achieve during conversations, such as lead qualification or appointment booking. This allows the bot to dynamically adapt its responses and prompting to meet those objectives, leading to more focused and effective interactions. Seamless integration with GoHighLevel, enabling automatic contact tagging and the mapping of collected information to custom fields within GoHighLevel. This integration streamlines data management and allows for triggering automations within GoHighLevel based on CloseBot interactions. Integrates with a knowledge base where you can upload documents or provide website URLs for the AI to learn from and reference during conversations. This allows the bot to provide accurate and specific information about your business, products, or services. Smart follow-up capabilities that allow you to automate follow-up messages based on the context of the conversation. This ensures that leads and customers receive timely and relevant communication, improving engagement and conversion opportunities. Built with a dynamic prompting algorithm that works in the background to create effective prompts based on your objectives and the flow of the conversation. This reduces the complexity of manual prompt engineering, allowing users to focus on defining their desired outcomes rather than crafting intricate instructions.

Average Rating: 4.8/5.0

Total Reviews: 196

How Do G2 Users Rate CloseBot?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.5/10 (Category avg: 8.8/10)
  • Quality of Support: 9.4/10 (Category avg: 8.7/10)
  • AI Text Generation: 9.8/10 (Category avg: 8.5/10)

Who Is the Company Behind CloseBot?

  • Seller: CloseBot
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Everett, WA
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Marketing and Advertising, Real Estate
  • Company Size: 52% Small, 5% Medium

What Do G2 Reviewers Say About CloseBot?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of CloseBot, as it simplifies tasks and enhances productivity effortlessly.
  • Users value the easy setup of CloseBot, enabling quick deployment and effective usage without needing AI expertise.
  • Users love the seamless automation of CloseBot, which enhances productivity by efficiently managing customer interactions and leads.
  • Users value the 24/7 support from CloseBot, citing instant responses that enhance lead capture and overall efficiency.
  • Users appreciate the AI integration of CloseBot, enhancing lead capture and automating sales processes effectively.
Cons
  • Users express concerns about CloseBot's limited bot functionality, including irrelevant answers and lack of voice interactions.
  • Users feel the limited customization of CloseBot restricts their ability to tailor the experience to their needs.
  • Users note the learning curve and limitations of CloseBot, which can complicate setup and task handling.
  • Users report that the difficult setup of CloseBot involves a steep learning curve and trial-and-error challenges.
  • Users report integration issues with CloseBot, especially instability after upgrades and a need for better customization.

What Are Recent G2 Reviews of CloseBot?

Chatbase

Chatbase is an AI agent platform that resolves customer questions and takes action on your behalf. Train an agent on your website, help center, and documents in minutes, then deploy it wherever your customers are: your website, Shopify, WhatsApp, Instagram, Messenger, Slack, email, and more. Chatbase agents do more than answer questions. They can look up orders, book meetings, capture and qualify leads, sync with your CRM and helpdesk, and hand off to a human when a conversation needs one. Built-in analytics show what customers are asking so you can keep improving answers over time. More than 10,000 businesses in 80+ countries use Chatbase for customer support, sales, and customer engagement.

Average Rating: 4.8/5.0

Total Reviews: 45

How Do G2 Users Rate Chatbase?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.9/10)
  • Ease of Use: 8.6/10 (Category avg: 8.8/10)
  • Quality of Support: 8.6/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.9/10 (Category avg: 8.5/10)

Who Is the Company Behind Chatbase?

  • Seller: Chatbase
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Toronto, CA
  • Twitter: @chatbase_co
    680 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    81 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Education Management
  • Company Size: 46% Medium, 37% Small

What Do G2 Reviewers Say About Chatbase?

AI-generated summary from verified user reviews

Pros
  • Users find Chatbase extremely easy to use, allowing for quick chatbot development across multiple platforms.
  • Users find bot customization easy with Chatbase, effortlessly integrating chatbots for various applications, even in educational settings.
  • Users value the seamless integrations of Chatbase, allowing easy setup on various platforms and enhancing user interaction.
  • Users value the automation capabilities of Chatbase, enhancing efficiency and user interaction without needing technical skills.
  • Users find Chatbase's chatbot development extremely easy, enabling quick setup for classrooms and efficient material access.
Cons
  • Users find it expensive to access all the necessary features beyond the basic plan of Chatbase.
  • Users face limited customization options in Chatbase, hindering the ability to tailor dashboards and chatbot experiences.
  • Users are frustrated by Chatbot limitations including lack of coding for integration and unsatisfactory query handling.
  • Users find that Chatbase can become costly after the basic plan, limiting access to essential features.
  • Users find it difficult to customize dashboards and reports, which hinders their ability to meet specific needs.

What Are Recent G2 Reviews of Chatbase?

BotSpace

BotSpace is an AI-powered platform that helps businesses sell, support, and market on WhatsApp and Instagram. You can automate chats, send broadcasts, run campaigns, and manage customer conversations — all in one place. It's easy to use, works with your team, and saves hours every week with AI tools.

Average Rating: 4.8/5.0

Total Reviews: 35

How Do G2 Users Rate BotSpace?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 8.9/10)
  • Ease of Use: 9.6/10 (Category avg: 8.8/10)
  • Quality of Support: 9.4/10 (Category avg: 8.7/10)
  • AI Text Generation: 9.5/10 (Category avg: 8.5/10)

Who Is the Company Behind BotSpace?

  • Seller: BotSpace
  • Year Founded: 2017
  • HQ Location: Pune, Maharashtra
  • Twitter: @botspaceHQ
    55 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 70% Small, 27% Medium

What Do G2 Reviewers Say About BotSpace?

AI-generated summary from verified user reviews

Pros
  • Users find BotSpace incredibly easy to use, thanks to its intuitive interface and seamless user experience.
  • Users commend the outstanding customer support from BotSpace, consistently providing helpful and timely assistance.
  • Users value the automation capabilities of BotSpace, enabling efficient WhatsApp marketing and effortless workflow management.
  • Users praise the easy integrations of BotSpace, enhancing workflow and streamlining messaging operations effortlessly.
  • Users value the intuitive and user-friendly interface of BotSpace, which enhances their WhatsApp marketing experience.
Cons
  • Users feel that the pricing is a bit costly, especially for additional numbers in multiple countries.
  • Users find the pricing to be high, especially for additional numbers when operating in multiple countries.
  • Users find the delayed response from support frustrating, often waiting too long for assistance with issues.
  • Users face poor customer support with long wait times and unqualified assistance for resolving issues efficiently.
  • Users experience frustrating time delays when needing support, often waiting too long for assistance with channel management.

What Are Recent G2 Reviews of BotSpace?

Insider One

Insider One is the #1 platform that brings everything marketing and customer engagement teams need in one place so they can reach their peak potential and become unstoppable. With AI at its core and an integrated Customer Data Platform (CDP), Insider One unites data, personalization, and journey orchestration across the most extensive set of natively supported channels, including WhatsApp, SMS, Email, Web, App, and Site Search. Insider One provides the ultimate vendor experience, proven in fifteen industries and more than 30 countries for more than a decade, to help teams be first, be focused, and be progressive, redefining what it means to lead in customer engagement. Trusted by 2,000+ customers, including some of the world’s most loved brands like Samsung, L’Oréal, Unilever, Allianz, ING Group, Toyota, Singapore Airlines, and GAP, to accelerate growth, build customer love, and become a market leader. Loved by customers, recognized by analysts, Insider One is the only vendor recognized as the #1 leader in all the capabilities marketing and customer engagement teams need, including AI, Customer Data Management, Cross-Channel Journey Orchestration, and Personalization, offering brands unrivaled product excellence within a single consolidated platform. Accolades include: Leader in the IDC MarketScape: Worldwide AI-Enabled Marketing Platforms for Enterprise Companies 2025 2025 Leader in the Gartner Magic Quadrant for Personalization Engines #1 Customer Choice: 2025 Gartner Voice of the Customer for Personalization Engines Leader in the Forrester Wave for Experience Optimization Platforms, Q4 2024 The Gartner Customers’ Choice for Multichannel Marketing Hubs in 2025 The #1 G2 Leader in 11 categories, including CDP, Personalization Engines, Mobile Marketing, Customer Journey Analytics, SMS Marketing, WhatsApp Marketing, eCommerce Search, and eCommerce Personalization, with a perfect 100/100 user satisfaction score. Today, Insider One is powered by 1,500+ team members representing 50+ nationalities across 30+ offices. The company is woman-founded and predominantly women-owned, with 70% of senior executive roles, including the CEO, CMO, CHRO, and CFO, held by women. Through initiatives such as 100 Cities, 100 Projects, Young Engineers Club, SheCodes, and SheLeads, Insider One continues to expand its positive impact across global communities, driving opportunities, inclusion, education, and equity for this and future generations."

Average Rating: 4.7/5.0

Total Reviews: 1,415

How Do G2 Users Rate Insider One?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.9/10)
  • Ease of Use: 9.4/10 (Category avg: 8.8/10)
  • Quality of Support: 9.6/10 (Category avg: 8.7/10)
  • AI Text Generation: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Insider One?

  • Seller: Insider One
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Global
  • Twitter: @insiderone
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,881 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Digital Marketing Specialist, Marketing Manager
  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 46% Medium, 28% Small

What Do G2 Reviewers Say About Insider One?

AI-generated summary from verified user reviews

Pros
  • Users value the customer engagement features of Insider One, enabling personalized communications that boost interaction and conversion.
  • Users value the ease of use of Insider One, appreciating quick campaign edits and automated notifications for better engagement.
  • Users value the personalized experience offered by Insider One, enhancing customer engagement across various channels.
  • Users value the high engagement capabilities of Insider One, enhancing communication through personalized and timely interactions.
  • Users are highly satisfied with the proactive support from the Customer Success team, enhancing their overall experience.
Cons
  • Users find the learning curve steep due to numerous features, but support helps manage the complexities.
  • Users find the difficult learning process challenging due to the platform's complexity and steep learning curve.
  • Users find the time-consuming setup process for campaigns and surveys frustrating and often delays execution.
  • Users face integration issues with Insider One, finding the process time-consuming and overly complex due to technical requirements.

What Are Recent G2 Reviews of Insider One?

What Are G2 Users Discussing About Insider One?

Haptik

Haptik builds agentic AI-driven voice and chat experiences that acquire, engage, and retain customers across 20+ channels and 100+ languages. Our multi-agent orchestration platform resolves queries, takes real actions across your CRM, ticketing, and MarTech stack while sounding like a real human. Trusted by Reliance Jio, Indian Oil Corporation Ltd, CEAT, Upstox, McDonald's, Prime Health, Pantheon Development, P&G, and Varun Beverages, Haptik has been recognized as the 𝗕𝗲𝘀𝘁 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗮𝗻𝗱 𝗩𝗼𝗶𝗰𝗲 𝗔𝗜 𝗖𝗼𝗺𝗽𝗮𝗻𝘆, Category Leader by Gartner, G2, and Opus Research, and won the Best Voice AI Innovation Award, Excellence in Best AI Solutions Showcase, and Most Innovative for Industry AI Application.

Average Rating: 4.5/5.0

Total Reviews: 166

How Do G2 Users Rate Haptik?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 8.9/10)
  • Ease of Use: 8.9/10 (Category avg: 8.8/10)
  • Quality of Support: 8.8/10 (Category avg: 8.7/10)
  • AI Text Generation: 7.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Haptik?

  • Seller: Haptik
  • Year Founded: 2013
  • HQ Location: New York, US
  • Twitter: @haptik
    5,970 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    307 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Product Manager
  • Top Industries: Financial Services, Insurance
  • Company Size: 50% Medium, 29% Large

What Do G2 Reviewers Say About Haptik?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly interface of Haptik, which simplifies chatbot creation and enhances customer interactions.
  • Users find Haptik's helpfulness exceptional, with instant replies and a conversational feel that enhances user experience.
  • Users value the scalable solutions and custom features that enhance Haptik's versatility across various industries.
  • Users appreciate the quick and responsive customer support from Haptik, ensuring smooth chatbot integration and management.
  • Users highlight the efficient automation of Haptik, which significantly enhances their business scalability and performance.
Cons
  • Users note the missing features in Haptik, expressing a desire for more functionality and innovative service options.
  • Users experience AI limitations with Haptik, leading to misunderstandings and outdated information for customers.
  • Users find the limited features of Haptik restrict its potential and overall effectiveness compared to competitors.
  • Users often find the interface complicated and experience delays due to necessary developer attention for changes.
  • Users experience delayed response times with Haptik, which hinders the efficiency of their customer service interactions.

What Are Recent G2 Reviews of Haptik?

What Are G2 Users Discussing About Haptik?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated