Best Bot Platforms for Small Business

How Many Bot Platforms Products Does G2 Track?

Total Products under this Category: 236

Category Stats (Nov 2026)

  • Average Rating: 4.52/5 (↓0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Microsoft Copilot Studio (+0.18%) - Among all products in this category, Microsoft Copilot Studio recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Bot Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 8,900+ 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, Decagon, Lindy, 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=decagon&focus%5B%5D=lindy-lindy&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: 189

How Do G2 Users Rate Microsoft Copilot Studio?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Quality of Support: 8.3/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Microsoft Copilot Studio?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT
  • Phone: +1 (877) 276-2464

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 39% Small, 29% Large

What Do G2 Reviewers Say About Microsoft Copilot Studio?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Microsoft Copilot Studio, enabling accessible custom AI copilots for everyone.
  • Users value the easy integrations of Microsoft Copilot Studio, making AI customization straightforward and enhancing productivity.
  • Users appreciate the easy setup of Microsoft Copilot Studio, enabling quick customization and integration into daily tasks.
  • Users value the easy integration of AI copilots through a low-code interface, enhancing daily productivity without coding expertise.
  • Users value the flexible automation of Microsoft Copilot Studio, enhancing productivity while ensuring compliance and security.
Cons
  • Users note that Microsoft Copilot Studio is expensive for small organizations, with costs increasing as usage grows.
  • Users find limited customization in Microsoft Copilot Studio, leading to frustration when trying to extend functionality or integrate systems.
  • Users find the learning curve challenging for Microsoft Copilot Studio, particularly for new users and advanced features.
  • Users face challenges with complex workflows in Microsoft Copilot Studio, often needing extensive setup and support.
  • Users often face integration issues with Microsoft Copilot Studio, finding setup complex and time-consuming for specific systems.

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: 126

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: 8.9/10 (Category avg: 8.8/10)
  • Quality of Support: 9.2/10 (Category avg: 8.7/10)
  • AI Text Generation: 8.9/10 (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: Information Technology and Services, Retail
  • Company Size: 52% Small, 35% Medium

What Do G2 Reviewers Say About Sierra?

AI-generated summary from verified user reviews

Pros
  • Users find Sierra very user-friendly and efficient, greatly enhancing productivity with seamless integration and time-saving features.
  • Users appreciate Sierra for its efficiency improvement, enhancing task performance and streamlining workflow with seamless integrations.
  • Users highlight Sierra's exceptional efficiency, noting its seamless setup and integration that enhances their workflow significantly.
  • Users value the easy integrations of Sierra, significantly enhancing operational workflows and platform efficiency.
  • Users highlight Sierra's seamless integration capabilities, enhancing collaboration across teams and improving overall efficiency.
Cons
  • Users find Sierra too expensive, complicating assessment of long-term costs and scalability at enterprise level.
  • Users report a complex setup process with Sierra, along with more bugs than its competitors.
  • Users find the complex configuration of Sierra frustrating, often facing more bugs than with competing products.
  • Users find the setup process overly complex with more bugs compared to other products, leading to frustration.
  • Users find cost limitations due to unclear pricing and uncertain scalability, hindering proper evaluation for long-term use.

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: 378

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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: 8.4/10 (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
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

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 find IBM watsonx Orchestrate's ease of use enhances efficiency, combining automation and AI in an intuitive way.
  • Users value the easy integrations of IBM watsonx Orchestrate, enhancing automation with streamlined connectivity to existing systems.
  • Users appreciate the seamless automation of IBM watsonx Orchestrate, enabling faster, intuitive workflows and reducing complexity.
  • Users appreciate the seamless AI integration of IBM watsonx Orchestrate, enhancing automation and simplifying business workflows effortlessly.
  • Users admire the seamless integrations of IBM Watsonx Orchestrate, enhancing usability and simplifying automation within existing systems.
Cons
  • Users find the steep learning curve challenging, requiring a deeper understanding for advanced workflows and integration.
  • Users find the initial learning curve for IBM watsonx Orchestrate steep, posing challenges for those used to traditional tools.
  • Users face integration issues that complicate advanced workflows, with limitations on connectors and manual workarounds required.
  • Users find the missing features in IBM Watsonx Orchestrate limit usability and create confusion with frequent naming changes.
  • Users find IBM watsonx Orchestrate expensive, especially for larger teams and short-term implementations.

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: 425

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
  • 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 the ease of use with Botpress, enjoying fast deployment and responsive support for seamless experiences.
  • Users value the responsiveness and openness of the Botpress team, enhancing the overall chatbot development experience.
  • Users appreciate the fast and efficient integrations of Botpress, enabling quick deployment of automated workflows with ease.
  • Users enjoy the easy integrations with Meta platforms, enabling fast and efficient deployment of automated workflows.
  • Users appreciate the intuitive design of Botpress, making bot creation accessible for everyone regardless of technical skills.
Cons
  • Users struggle with a steep learning curve due to confusing settings and limited AI support for coding assistance.
  • Users report limited features in Botpress, hindering effective conversation management and flexibility in communication.
  • Users face challenges with missing features in Botpress, struggling with conversation management and limited functionality.
  • Users find Botpress has a steep learning curve, making initial setup and navigation quite challenging for beginners.
  • Users find the documentation lacking, noting it's outdated and doesn't meet current user needs.

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 value the intuitive visual builder of Voiceflow, simplifying the design of conversational AI chatbots effortlessly.
  • Users praise Voiceflow's intuitive drag-and-drop interface that simplifies conversation design and enhances collaboration.
  • Users appreciate the easy integrations with various apps, enhancing workflow and development efficiency in their projects.
  • Users appreciate the exceptional customer support of Voiceflow, highlighting helpful staff and an engaging community for assistance.
  • Users appreciate the easy API integrations in Voiceflow, enhancing workflow and expanding project potential seamlessly.
Cons
  • Users express frustration over missing features in Voiceflow, highlighting inadequacies in support and functionality.
  • Users find the usage limitations of Voiceflow confusing and lacking in transparency, impacting their overall experience.
  • Users often face integration issues with Voiceflow, particularly with API requests and knowledge base connections.
  • Users note the limited features of Voiceflow, expressing a need for more robust capabilities and integrations.
  • Users find the complexity and steep learning curve of Voiceflow challenging, especially for more advanced functionalities.

What Are Recent G2 Reviews of Voiceflow?

What Are G2 Users Discussing About Voiceflow?

Decagon

Decagon is the most advanced AI platform for customer support. Trusted by companies like Eventbrite, Bilt, Webflow, Substack, Vanta, Rippling, and Curology, Decagon's AI agents do more than just respond to customers - they can analyze conversations, create custom workflows, connect to your existing knowledge bases, and integrate with your preferred CX tools to deliver the best experiences to your customers.

Average Rating: 4.4/5.0

Total Reviews: 135

How Do G2 Users Rate Decagon?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Quality of Support: 8.8/10 (Category avg: 8.7/10)
  • AI Text Generation: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Decagon?

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

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 50% Small, 43% Medium

What Do G2 Reviewers Say About Decagon?

AI-generated summary from verified user reviews

Pros
  • Users appreciate Decagon for its intuitive functionality and exceptional support, transforming their support operations effectively.
  • Users find implementation ease with Decagon exceptional, praising seamless integration and intuitive management for effective use.
  • Users value Decagon's exceptional AI integration, enhancing data evaluation and boosting customer support efficiency significantly.
  • Users appreciate the exceptional customer support from Decagon, highlighting quick responses and effective collaboration with their team.
  • Users commend Decagon for their exceptional support and responsiveness, enabling rapid feature implementation and overall satisfaction.
Cons
  • Users note missing features in Decagon, particularly in user roles, audit logs, and search filters, impacting usability.
  • Users face limited customization options, making it challenging to navigate and filter information effectively in Decagon.
  • Users find the learning curve steep with Decagon, requiring close monitoring and time to adapt effectively.
  • Users face usage limitations with Decagon, including static filters and a cluttered interface that hampers efficiency.
  • Users note access restrictions to basic features and express a desire for more universal tools like "Agent Assist".

What Are Recent G2 Reviews of Decagon?

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
  • 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 commend Lindy's ease of use, enjoying its straightforward interface and quick setup for various applications.
  • Users value the time-saving automation capabilities of Lindy, enabling quick and efficient project setups effortlessly.
  • Users value the intuitive interface of Lindy, which simplifies app integration and enhances user experience.
  • Users value Lindy's time-saving capabilities, enabling quick project completion and streamlining daily tasks significantly.
  • Users find Lindy's easy setup refreshing, significantly simplifying their workflow and enhancing productivity.
Cons
  • Users express concern over Lindy's high cost and the rapid depletion of credits, limiting its usability for many.
  • Users express concern over the high subscription cost of Lindy, especially with limited credits for heavy usage.
  • Users find the steep learning curve for Lindy overwhelming, complicating the onboarding process and user experience.
  • Users find the limited features of Lindy restrict their experience, wishing for more templates and flexibility.
  • Users report AI inaccuracy with Lindy, including irrelevant citations and errors that disrupt workflows and cost credits.

What Are Recent G2 Reviews of Lindy?

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: 1,568

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
  • LinkedIn® Page: www.linkedin.com
    89,711 employees on LinkedIn®
  • Ownership: NYSE:CRM

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 commend the outstanding customer support provided by Qualified, especially mentioning the exceptional help from Cassie and Maddie.
  • Users find Qualified to be extremely helpful in connecting with website visitors and enhancing lead generation.
  • Users love Qualified's innovative features and easy setup, enhancing personalized communication and lead nurturing effectively.
  • Users find Qualified's interface to be extremely easy to use, facilitating smooth onboarding and effective customer engagement.
  • Users highly value the exceptional customer service from Qualified, noting support team's helpfulness and expertise.
Cons
  • Users find a steep learning curve with Qualified, struggling to use its features without proper setup and guidance.
  • Users note the missing features in workflows, making campaign orchestration complicated and less efficient.
  • Users face a steep learning curve with Qualified, requiring time and effort to master the platform effectively.
  • Users feel that the limited customization hampers their ability to optimize workflows and organize tasks effectively.
  • Users face complexity in workflow setup, finding it cumbersome and less intuitive, impacting usability and operations.

What Are Recent G2 Reviews of Qualified?

What Are G2 Users Discussing About Qualified?

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?

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 appreciate the seamless integration of Amazon Lex with AWS, enhancing efficiency in building robust chatbots.
  • Users value the seamless API integration of Amazon Lex, enhancing the development of robust and reliable chatbots.
  • Users value the scalable and efficient conversational AI capabilities of Amazon Lex for building robust chatbots.
  • Users value the automation capabilities of Amazon Lex, simplifying chatbot development and enhancing overall performance.
  • Users value the bot customization capabilities of Amazon Lex, enabling efficient and scalable enterprise-grade chatbot development.
Cons
  • Users find that managing complex conversational flows in Amazon Lex can be challenging and time-consuming.
  • Users find Amazon Lex to be expensive, particularly with high traffic and added costs for complex configurations.
  • Users find team dependency challenging with Amazon Lex, complicating management and debugging of advanced conversation flows.
  • Users face time-consuming complexities in managing advanced conversational flows and debugging issues with Amazon Lex.

What Are Recent G2 Reviews of Amazon Lex?

What Are G2 Users Discussing About Amazon Lex?

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: 66

How Do G2 Users Rate REP AI?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 8.9/10)
  • Ease of Use: 9.2/10 (Category avg: 8.8/10)
  • Quality of Support: 9.8/10 (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
  • 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, 10% 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 highlight the sales improvement capabilities of Rep AI, boosting online sales and enhancing customer engagement greatly.
  • Users commend the outstanding customer success provided by Rep AI, enhancing their eCommerce experience significantly.
Cons
  • Users find the pricing high, which may be a concern for those with budget constraints.
  • Users express concern about poor customer support, feeling frustrated by the lack of direct human interaction and repetitive loops.
  • 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 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?

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: 197

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 love the ease of use of CloseBot, appreciating its quick setup and effective automation for sales conversations.
  • Users find the easy setup of CloseBot quick and efficient, enhancing their sales and lead generation processes.
  • Users appreciate the effortless automation of CloseBot, as it effectively manages customer interactions with minimal oversight.
  • Users appreciate the 24/7 support of CloseBot, enhancing lead capture and providing confidence in the software's use.
  • Users appreciate the AI integration of CloseBot, enhancing lead conversion and automating sales processes efficiently.
Cons
  • Users find that CloseBot's limited functionality can lead to irrelevant answers and lacks voice interaction options.
  • Users feel that limited customization options in CloseBot hinder their ability to tailor the experience effectively.
  • Users find the initial setup complex, noting a steep learning curve when incorporating CloseBot into their workflow.
  • Users find the difficult setup of CloseBot challenging, requiring a steep learning curve and extensive trial and error.
  • Users struggle with integration issues in CloseBot, finding it less stable and customizable after upgrades.

What Are Recent G2 Reviews of CloseBot?

Customer Experience Agent Studio

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 Customer Experience Agent Studio?

  • 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 Customer Experience Agent Studio?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG
  • Phone: +1 (650) 253-0000

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 Customer Experience Agent Studio?

AI-generated summary from verified user reviews

Pros
  • Users love the intuitive interface of Google Cloud Dialogflow, making chatbot development simple and efficient for all skill levels.
  • Users value the seamless integrations with leading platforms, enhancing ease of use and deployment capabilities.
  • Users value the intuitive drag-and-drop interface of Google Cloud Dialogflow, making it easy for beginners to create chatbots.
  • Users value the easy setup of Google Cloud Dialogflow, facilitating quick deployment even for non-developers.
  • Users appreciate the user-friendly interface and powerful natural language understanding of Google Cloud Dialogflow for chatbot development.
Cons
  • Users find the cost to be unbearable initially, escalating quickly with high-traffic bots and advanced features.
  • Users find the cost of Google Cloud Dialogflow excessive, especially for high-traffic bots and advanced features.
  • Users find feature complexity in Dialogflow frustrating, especially when scaling projects or managing advanced functionalities.
  • Users find the learning curve steep for Dialogflow, especially when transitioning between ES and CX versions.
  • Users find the learning difficulty of Dialogflow challenging, especially due to its technical initial setup and complexity.

What Are Recent G2 Reviews of Customer Experience Agent Studio?

What Are G2 Users Discussing About Customer Experience Agent Studio?

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
  • 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 highlight the user-friendly interface of BotSpace, making navigation and communication quick and efficient.
  • Users commend Botspace for its exceptional customer support, emphasizing the dedication and helpfulness of the team.
  • Users praise BotSpace for its efficient automation, simplifying workflows and enhancing WhatsApp marketing effectiveness.
  • Users value the easy integrations with Hubspot and appreciate the seamless automation and support provided by BotSpace.
  • Users love the intuitive UI and seamless UX of BotSpace, making WhatsApp marketing efficient and enjoyable.
Cons
  • Users find the pricing for additional numbers a bit high, especially for multiple countries.
  • Users feel the pricing is a bit high, especially for additional numbers, impacting overall satisfaction.
  • Users often experience delayed responses from customer support, leading to frustration during urgent issues.
  • Users express frustration with poor customer support, facing long wait times and unqualified assistance for their issues.
  • Users are frustrated by time delays in customer support, resulting in slower issue resolution and communication troubles.

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: 1,419

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
  • 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 responsive, helpful support and knowledgeable customer success teams that assist them with initiatives and resolve issues.
  • Users appreciate the intuitive, easy-to-navigate interface, which helps them find features and handle everyday tasks smoothly.
  • Users value individualized messaging and experiences tailored to customer preferences and behavior, helping them deliver more relevant communications across channels.
  • Users like how campaigns and platform features improve conversions and drive measurable sales and revenue growth.
  • Users value clear analytics that track campaign performance and reveal customer behavior, helping them measure results and make data-driven decisions.
Cons
  • Users say the platform takes time and training to learn, especially its advanced features and journey-building tools.
  • Users say initial setup and onboarding take substantial time and can require extra guidance.
  • Users find the platform and messaging expensive, with unclear pricing and restrictive costs as usage grows.
  • Users find the interface and some features unintuitive, clunky, and difficult to navigate.
  • Users find reporting complex and inflexible, with dashboards and reports difficult to navigate, customize, and analyze.

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
  • 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 praise Haptik for its intuitive interface, making chatbot development and management exceptionally easy and efficient.
  • Users value the helpful support from Haptik's team, enhancing digital marketing with tailored solutions and seamless integration.
  • Users appreciate Haptik's intuitive bot builder and strong integrations that enhance customer engagement across channels seamlessly.
  • Users value the responsive customer support from Haptik, which enhances integration and implementation processes effectively.
  • Users appreciate the efficiency of Haptik, streamlining customer engagement effortlessly across various channels.
Cons
  • Users highlight missing features and complex implementation, which hinder service innovation and prompt delays in support.
  • Users often find the AI limitations lead to broken interactions and outdated information, feeling less personalized.
  • Users note the limited features of Haptik, expressing a desire for more advanced functionality and service innovation.
  • Users find the complexity of the interface and slow implementation frustrating, hindering their overall experience.
  • Users experience delays in response times and changes, which hinder the overall efficiency of Haptik's service.

What Are Recent G2 Reviews of Haptik?

What Are G2 Users Discussing About Haptik?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated