Best AI Chatbots Software for Medium-Sized Businesses

How Many AI Chatbots Software Products Does G2 Track?

Total Products under this Category: 1,337

Category Stats (Oct 2026)

  • Average Rating: 4.6/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Social Intents (+1.36%) - Among all products in this category, Social Intents recorded the largest rating increase compared to last month

Last updated: October 01, 2026

How Does G2 Rank AI Chatbots Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 70,400+ Authentic Reviews
  • 1,337+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AI Chatbots Software

G2 Grid® for AI Chatbots Software plotting products by satisfaction and market presence

Highlighted products: ChatGPT, Notion, Claude, Gemini, Perplexity, ClickUp, Decagon, and Glia.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-chatbots/grids.json?focus%5B%5D=chatgpt&focus%5B%5D=notion&focus%5B%5D=claude-2025-12-11&focus%5B%5D=google-gemini&focus%5B%5D=perplexity&focus%5B%5D=clickup&focus%5B%5D=decagon&focus%5B%5D=glia&segment=mid-market)

ChatGPT

ChatGPT is an advanced AI language model developed by OpenAI, designed to assist users in generating human-like text based on the input it receives. It serves as a versatile tool for a wide range of applications, including drafting emails, writing code, creating content, and providing detailed explanations on various topics. ChatGPT is continually evolving to enhance user experience and meet diverse needs. Key Features and Functionality: - Natural Language Understanding: ChatGPT can comprehend and generate text that closely resembles human conversation, making interactions intuitive and engaging. - Versatile Applications: It supports tasks such as content creation, coding assistance, learning new concepts, and more, catering to both personal and professional use cases. - Continuous Improvement: OpenAI regularly updates ChatGPT to improve its performance, accuracy, and safety, ensuring it remains a reliable tool for users. Primary Value and User Solutions: ChatGPT addresses the need for efficient and accessible assistance in various domains. By leveraging its advanced language processing capabilities, it helps users save time, enhance productivity, and access information seamlessly. Whether it's drafting documents, learning new subjects, or automating routine tasks, ChatGPT provides a valuable resource that adapts to individual requirements, making it an indispensable tool in today's digital landscape.

Average Rating: 4.6/5.0

Total Reviews: 3,014

How Do G2 Users Rate ChatGPT?

  • Understanding: 8.9/10 (Category avg: 8.8/10)
  • Ease of Use: 9.5/10 (Category avg: 9.1/10)
  • Reliability: 8.1/10 (Category avg: 8.8/10)
  • Error Learning: 8.2/10 (Category avg: 8.1/10)

Who Is the Company Behind ChatGPT?

  • Seller: OpenAI
  • Year Founded: 2015
  • HQ Location: San Francisco, CA
  • Twitter: @OpenAI
    4,941,980 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10,438 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Student, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 54% Small, 27% Medium

What Do G2 Reviewers Say About ChatGPT?

AI-generated summary from verified user reviews

Pros
  • Users find ChatGPT’s ease of use invaluable, as it simplifies tasks and enhances daily productivity effortlessly.
  • Users appreciate the quick and tailored responses of ChatGPT, enjoying its versatility for various tasks and inquiries.
  • Users value the quick and helpful responses of ChatGPT, enhancing understanding and resolving queries efficiently.
  • Users value the time-saving capabilities of ChatGPT, enabling faster brainstorming and efficient design processes.
  • Users love ChatGPT for its time-saving capabilities, streamlining tasks like content creation and scheduling efficiently.
Cons
  • Users note that ChatGPT has accuracy limitations, often providing incorrect answers and misunderstanding questions with overconfidence.
  • Users find context understanding in ChatGPT lacking, leading to confusion and repetitive responses in conversations.
  • Users find the limited context window of ChatGPT frustrating, affecting its ability to process extensive information effectively.
  • Users note the inaccuracy of ChatGPT, often requiring validation of its responses for correctness and detail.
  • Users experience inaccurate responses from ChatGPT, leading to confusion and the need for clarification to achieve satisfactory answers.

What Are Recent G2 Reviews of ChatGPT?

What Are G2 Users Discussing About ChatGPT?

Notion

Notion is the connected AI workspace that brings all work together in a tool that adapts to every team—with AI to find answers and automate busywork. It's one place for search, manage projects, capture notes and company knowledge, and collaborate as a team. Millions love Notion because it increases productivity, reduces tools & costs, and empowers everyone to do their best work. Unlike fragmented, rigid software, Notion connects work into one tool that’s customizable and people love to use. Now you have beautiful tools to build your life’s work.

Average Rating: 4.6/5.0

Total Reviews: 12,541

How Do G2 Users Rate Notion?

  • Understanding: 8.2/10 (Category avg: 8.8/10)
  • Ease of Use: 8.3/10 (Category avg: 9.1/10)
  • Reliability: 8.2/10 (Category avg: 8.8/10)
  • Error Learning: 7.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Notion?

  • Seller: Notion
  • Company Website:
  • Year Founded: 2016
  • HQ Location: San Francisco, California
  • Twitter: @NotionHQ
    518,653 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,360 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Student
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 62% Small, 24% Medium

What Do G2 Reviewers Say About Notion?

AI-generated summary from verified user reviews

Pros
  • Users find Notion's ease of use incredibly helpful, appreciating its intuitive design and straightforward collaboration features.
  • Users love Notion’s flexible organization features, making it easy to manage projects, notes, and collaborate effectively.
  • Users love the integrated AI features of Notion, enhancing productivity and simplifying content management effortlessly.
  • Users find Notion extremely useful for managing tasks, enhancing collaboration, and streamlining documentation processes effectively.
  • Users love how Notion offers powerful organization features that greatly enhance productivity and streamline workflow management.
Cons
  • Users find the learning curve steep in Notion, leading to frustration with editing and organization.
  • Users find Notion's limited features frustrating, noting a lack of depth and missing functionalities like recording and free templates.
  • Users find the learning difficulty creates navigation challenges, making formatting and advanced features less intuitive.
  • Users note several missing features in Notion, which hinder optimization and streamline their workflow effectively.
  • Users express frustration with usage limitations in Notion, highlighting challenges in setup, organization, and document drafting.

What Are Recent G2 Reviews of Notion?

Claude

Claude is a state-of-the-art large language model (LLM) developed by Anthropic, designed to serve as a helpful, honest, and harmless AI assistant. With its advanced reasoning capabilities and conversational tone, Claude excels in tasks ranging from complex coding to in-depth financial analysis, making it a versatile tool for developers, enterprises, and financial professionals. Key Features and Functionality: - Advanced Coding Capabilities: Claude Opus 4 leads in coding performance, achieving top scores on benchmarks like SWE-bench and Terminal-bench. It supports sustained, long-running tasks, enabling continuous work for several hours, which is ideal for complex software development projects. - Financial Analysis Tools: Claude integrates seamlessly with financial data platforms such as Databricks and Snowflake, providing a unified interface for market analysis, research, and investment decision-making. It offers direct hyperlinks to source materials for instant verification, enhancing the efficiency of financial workflows. - Extended Context Windows: With an enhanced 500k context window available in Claude Sonnet 4, users can upload extensive documents, including hundreds of sales transcripts or large codebases, facilitating comprehensive analysis and collaboration. - Tool Use and Integration: Claude's extended thinking capabilities allow it to utilize tools like web search during reasoning processes, improving response accuracy. It also supports background tasks via GitHub Actions and integrates natively with development environments like VS Code and JetBrains for seamless pair programming. - Enterprise-Grade Security: The Claude Enterprise plan offers advanced security features, including Single Sign-On (SSO), Just-in-Time Provisioning (JIT), role-based permissions, audit logs, and custom data retention controls, ensuring data safety and compliance for organizations. Primary Value and User Solutions: Claude addresses the need for a reliable and intelligent AI assistant capable of handling complex tasks across various domains. For developers, it enhances productivity through advanced coding support and integration with development tools. Financial professionals benefit from its ability to unify and analyze diverse data sources, streamlining research and decision-making processes. Enterprises gain from its scalable solutions and robust security features, enabling efficient and secure deployment of AI capabilities within their operations. Overall, Claude empowers users to achieve higher efficiency, accuracy, and innovation in their respective fields.

Average Rating: 4.6/5.0

Total Reviews: 478

How Do G2 Users Rate Claude?

  • Understanding: 9.0/10 (Category avg: 8.8/10)
  • Ease of Use: 9.3/10 (Category avg: 9.1/10)
  • Reliability: 8.9/10 (Category avg: 8.8/10)
  • Error Learning: 7.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Claude?

  • Seller: Anthropic
  • HQ Location: San Francisco, California
  • Twitter: @AnthropicAI
    1,440,248 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,886 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, IT Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 54% Small, 32% Medium

What Do G2 Reviewers Say About Claude?

AI-generated summary from verified user reviews

Pros
  • Users value Claude's ease of use, allowing for clear, structured, and organized content creation effortlessly.
  • Users value Claude for its deep discussion capabilities and effective context management for intellectual pursuits.
  • Users find Claude to be exceptionally helpful for deep discussions, aiding in intellectual work and creative projects.
  • Users commend the accuracy of Claude, noting its well-articulated and thoroughly researched answers.
  • Users value Claude's clarity and structured communication, which greatly enhances health education and patient interactions.
Cons
  • Users face usage limitations with Claude, including access restrictions, performance inconsistency, and file handling issues.
  • Users note significant limitations with Claude, including focus on text, lack of visual support, and slow responsiveness.
  • Users find Claude's limited functionality restricts visual content creation and rapid research, impacting efficiency and usability.
  • Users find that Claude can be overly cautious and long-winded, hindering quick and effective responses.
  • Users find the resource limitations frustrating, impacting productivity and increasing costs for their workload management.

What Are Recent G2 Reviews of Claude?

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Gemini

Gemini is a family of multimodal, generative AI models. These models were developed by Google DeepMind and Google Research. They are designed to understand, operate across, and combine different types of information. This includes text, images, audio, video, and code. Gemini serves as a versatile, everyday AI assistant and powers a conversational chatbot. Key Product Features & Capabilities Multimodal Understanding: Gemini understands and combines text, images, audio, video, and code. It can analyze complex documents, code repositories, and long videos. Conversational AI: Gemini allows for natural conversations. It functions as an intelligent assistant that can brainstorm, plan, and discuss topics. Deep Research & Analysis: Gemini can analyze websites and user files to generate reports. It can also create audio overviews of the information. Agentic Capabilities: Users can create custom "Gems" (specialized AI experts). The models can act as agents to take actions in tools like Chrome. Integrated Productivity: Gemini is integrated into Gmail, Google Docs, Drive, and Meet. This helps summarize, write, edit, and organize information. Creative Tools: Features include image generation and video creation, enabling the generation of 8-second videos with sound. Long Context Window: High-end models feature up to a 1 million-token context window. This is capable of analyzing large amounts of data.

Average Rating: 4.4/5.0

Total Reviews: 433

How Do G2 Users Rate Gemini?

  • Understanding: 8.8/10 (Category avg: 8.8/10)
  • Ease of Use: 9.3/10 (Category avg: 9.1/10)
  • Reliability: 8.7/10 (Category avg: 8.8/10)
  • Error Learning: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Gemini?

  • 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: Student, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 51% Small, 29% Medium

What Do G2 Reviewers Say About Gemini?

AI-generated summary from verified user reviews

Pros
  • Users find Gemini's interface incredibly easy to use, enhancing productivity with its clear and structured messaging.
  • Users find Gemini to be a reliable tool for problem-solving and summarizing information, particularly in technical scenarios.
  • Users value the helpful suggestions from Gemini, enhancing productivity and simplifying task management effectively.
  • Users appreciate the efficient content creation capabilities of Gemini, finding it quick and intuitive for drafting tasks.
  • Users love the speed of Gemini, delivering creative suggestions and solutions in mere seconds.
Cons
  • Users note the limited customization options and less accurate answers of Gemini compared to competitors like GPT and Claude.
  • Users find inaccuracy in responses concerning, as it often lacks detail and can provide incorrect technical information.
  • Users note usage limitations with Gemini, including inconsistent responses and regional feature restrictions affecting reliability.
  • Users experience technical issues with Gemini, including bugs in video analysis and limited conversational abilities.
  • Users note that the context understanding in Gemini could be enhanced, particularly with video file analysis.

What Are Recent G2 Reviews of Gemini?

Perplexity

Perplexity is an AI-powered search engine designed to transform how users discover and interact with information. By processing user queries through advanced language models, it delivers concise, conversational answers backed by verifiable sources. Each response includes citations and links to original content, enabling users to verify information and delve deeper into topics. This approach streamlines the search experience, moving beyond traditional search engines that present numerous links for users to sift through. Key Features and Functionality: - Conversational Search Interface: Users can ask questions in natural language and receive direct, concise answers. - Real-Time Web Integration: The platform searches the web in real-time to provide up-to-date information. - Source Citations: Each response includes citations and links to original sources, ensuring transparency and credibility. - Multiple AI Model Integration: Perplexity integrates cutting-edge AI models, including OpenAI's GPT models and Anthropic's Claude, allowing users to choose the model that best fits their specific needs. - Freemium Model: Offers a free version with access to a proprietary large language model, while the paid Perplexity Pro subscription provides access to advanced models like GPT-4, Claude 3, Mistral Large, Llama 3, and an experimental Perplexity model. Primary Value and User Solutions: Perplexity addresses the inefficiencies of traditional search engines by providing direct, concise answers to user queries, eliminating the need to sift through numerous links. Its integration of multiple AI models and real-time web search capabilities ensures that users receive accurate and current information. The inclusion of source citations enhances transparency and trustworthiness, making it a valuable tool for researchers, professionals, and the general public seeking reliable information efficiently.

Average Rating: 4.4/5.0

Total Reviews: 359

How Do G2 Users Rate Perplexity?

  • Understanding: 8.5/10 (Category avg: 8.8/10)
  • Ease of Use: 9.2/10 (Category avg: 9.1/10)
  • Reliability: 7.9/10 (Category avg: 8.8/10)
  • Error Learning: 7.5/10 (Category avg: 8.1/10)

Who Is the Company Behind Perplexity?

  • Seller: Perplexity AI
  • Year Founded: 2022
  • HQ Location: San Francisco, California
  • Twitter: @perplexity_ai
    494,413 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,372 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Founder, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 54% Small, 17% Medium

What Do G2 Reviewers Say About Perplexity?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Perplexity, highlighting its simple setup and intuitive interface for efficient research.
  • Users appreciate the ease of use and quick implementation of Perplexity, enhancing their research and learning experience.
  • Users find Perplexity extremely helpful for providing accurate data and quality content from trusted sources.
  • Users praise Perplexity for its easy setup, allowing for quick and seamless integration into their research workflows.
  • Users value Perplexity's multi-modal capabilities, enabling deep research and custom AI assistants for efficient workflows.
Cons
  • Users note the usage limitations of Perplexity, feeling restricted by the features available in the free version.
  • Users feel that Perplexity's answer quality needs improvement, particularly regarding complex topics and understanding human behavior.
  • Users feel that Perplexity has significant limitations in understanding human behavior, affecting answer accuracy and overall usability.
  • Users note the need for improved context understanding, as responses can be inaccurate or oversimplified.
  • Users experience inaccurate data from Perplexity, often needing to verify and correct outputs for reliability.

What Are Recent G2 Reviews of Perplexity?

ClickUp

ClickUp is the world’s first Converged AI Workspace, bringing together all work apps, data, and workflows. ClickUp eliminates all forms of work sprawl to provide 100% context and a single place for humans and agents to work, together. Trusted by more than 20 million users worldwide, ClickUp is on a mission to maximize human productivity.

Average Rating: 4.6/5.0

Total Reviews: 14,067

How Do G2 Users Rate ClickUp?

  • Understanding: 9.2/10 (Category avg: 8.8/10)
  • Ease of Use: 8.5/10 (Category avg: 9.1/10)
  • Reliability: 9.4/10 (Category avg: 8.8/10)
  • Error Learning: 8.7/10 (Category avg: 8.1/10)

Who Is the Company Behind ClickUp?

  • Seller: ClickUp
  • Company Website:
  • Year Founded: 2017
  • HQ Location: San Diego, California
  • Twitter: @clickup
    69,539 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,082 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Project Manager
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 77% Small, 19% Medium

What Do G2 Reviewers Say About ClickUp?

AI-generated summary from verified user reviews

Pros
  • Users find ClickUp to be incredibly easy and simple to use, streamlining tasks and enhancing productivity effortlessly.
  • Users value the flexibility in task management, enabling customized workflows for personal, team, and project tasks.
  • Users appreciate the abundance of features in ClickUp, making task management seamless and efficient.
  • Users appreciate ClickUp for its streamlined management tasks, enabling better organization and efficiency in project handling.
  • Users appreciate ClickUp for its streamlined organization, making team management and project tracking efficient and effortless.
Cons
  • Users find the missing features in ClickUp frustrating, particularly the lack of basic tools like subfolders.
  • Users experience a learning curve with ClickUp, finding the plethora of features daunting at first.
  • Users note limited features in ClickUp, with missing basic options and a complex setup process hindering ease of use.
  • Users find ClickUp not intuitive, feeling overwhelmed by its many features and struggling with initial setup and performance.
  • Users experience slow loading times in ClickUp, which affects their productivity when managing multiple tasks and fields.

What Are Recent G2 Reviews of ClickUp?

What Are G2 Users Discussing About ClickUp?

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: 4.8/5.0

Total Reviews: 29

How Do G2 Users Rate Decagon?

  • Understanding: 8.7/10 (Category avg: 8.8/10)
  • Ease of Use: 9.0/10 (Category avg: 9.1/10)
  • Reliability: 8.9/10 (Category avg: 8.8/10)
  • Error Learning: 9.0/10 (Category avg: 8.1/10)

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?

  • Top Industries: Computer Software
  • Company Size: 59% Medium, 24% Small

What Do G2 Reviewers Say About Decagon?

AI-generated summary from verified user reviews

Pros
  • Users value Decagon's exceptional support and quick feature deployment, making it a highly effective and responsive partner.
  • Users appreciate the implementation ease of Decagon, praising its quick setup and intuitive functionality for various use cases.
  • Users praise Decagon for its best-in-class AI integration, enhancing data evaluation and simplifying complex workflows exceptionally well.
  • Users commend Decagon for its exceptional customer support, rapid feature implementation, and tailored solutions for their needs.
  • Users praise Decagon for its exceptional support and quick response times, making it a valuable partner for scaling solutions.
Cons
  • Users note several missing features in Decagon, highlighting usability concerns and a need for improved filtering options.
  • Users feel the limited customization options in Decagon hinder their ability to adapt the product to their needs.
  • Users note a learning curve with Decagon, requiring time to adapt and monitor the evolving AI effectively.
  • Users highlight the usage limitations of Decagon, particularly in filtering and conversation management, impacting efficiency.
  • Users feel limited by access restrictions, as essential features like "Agent Assist" aren't universally available yet.

What Are Recent G2 Reviews of Decagon?

Glia

Glia is the #1 Banking AI platform, empowering community and regional financial institutions to create efficiencies, accelerate loan growth, drive deposits, and deliver experiences that win against megabanks and fintechs. Glia’s Banking AI operating system is a central intelligence layer on top of existing tech stacks, activating an AI workforce of specialized agents that draw from banking data, interaction history, and integrated systems of record. These banking-trained agents automate workflows across voice and digital — from front office to back office — resulting in decreased operational costs and the Universal Banker model. Trusted by 700+ banks and credit unions for its ironclad security and reliability, Glia delivers the industry’s first contractual no-hallucination guarantee. It’s why Glia customers quickly and confidently put Banking AI to work with measurable results from day one. Learn more at glia.com.

Average Rating: 4.8/5.0

Total Reviews: 89

How Do G2 Users Rate Glia?

  • Ease of Use: 9.6/10 (Category avg: 9.1/10)

Who Is the Company Behind Glia?

  • Seller: Glia
  • Company Website:
  • Year Founded: 2012
  • HQ Location: New York, New York
  • Twitter: @GliaInc
    1,471 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    470 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Banking, Financial Services
  • Company Size: 66% Medium, 18% Small

What Do G2 Reviewers Say About Glia?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the responsive customer support from Glia, enhancing operations and member experiences seamlessly.
  • Users appreciate the ease of use of Glia, highlighting its intuitive interface and helpful features.
  • Users value the great support and user-friendly interface of Glia, enhancing operational efficiency and member experience.
  • Users value Glia's efficient communication channels, enhancing interaction through seamless transitions between voice, video, and chat.
  • Users love Glia's seamless communication features, including voice, video, and chat, enhancing overall efficiency and user experience.
Cons
  • Users are seeking missing features like better integrations and detailed reporting to enhance their experience with Glia.
  • Users express concerns about integration issues, finding the connections with existing systems more complex than expected.
  • Users report poor customer support, highlighting delays and lack of clarity on feature enhancements from Glia.
  • Users express frustration with the limited media type selection, which complicates the experience by requiring availability across all modes.
  • Users struggle with reporting issues, desiring more detailed and granular options to enhance their experience.

What Are Recent G2 Reviews of Glia?

What Are G2 Users Discussing About Glia?

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: 144

How Do G2 Users Rate Google Cloud Dialogflow?

  • Understanding: 9.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.6/10 (Category avg: 9.1/10)
  • Reliability: 9.1/10 (Category avg: 8.8/10)
  • Error Learning: 9.1/10 (Category avg: 8.1/10)

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, 33% 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?

Dashworks

Dashworks is the AI search and answer assistant for teams. Unify all your company apps and knowledge bases to get accurate AI-powered answers for all your team's questions.

Average Rating: 4.5/5.0

Total Reviews: 71

How Do G2 Users Rate Dashworks?

  • Understanding: 8.6/10 (Category avg: 8.8/10)
  • Ease of Use: 9.2/10 (Category avg: 9.1/10)
  • Reliability: 8.6/10 (Category avg: 8.8/10)
  • Error Learning: 7.2/10 (Category avg: 8.1/10)

Who Is the Company Behind Dashworks?

  • Seller: HubSpot
  • Year Founded: 2006
  • HQ Location: Cambridge, Massachusetts, United States
  • Twitter: @HubSpot
    784,270 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    17,628 employees on LinkedIn®
  • Ownership: NYSE:HUBS

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Medium, 28% Small

What Do G2 Reviewers Say About Dashworks?

AI-generated summary from verified user reviews

Pros
  • Users find Dashworks immediately useful for accessing information swiftly, enhancing productivity and training efforts effortlessly.
  • Users appreciate the ease of use of Dashworks, enabling quick setup and effective integration with existing systems.
  • Users appreciate the easy integrations of Dashworks, enabling seamless access across various platforms and enhancing operational efficiency.
  • Users value the seamless integrations of Dashworks, enhancing AI operationalization and overall team efficiency.
  • Users find Dashworks incredibly helpful for AI operationalization and quick access to relevant information.
Cons
  • Users face challenges with the search functionality, as it often provides irrelevant results or limited scope.
  • Users find the inefficient search functionality disappointing, as it provides unrelated information and lacks relevant results.
  • Users experience slow performance with Dashworks, noting delays in query responses and overlooked data in spreadsheets.
  • Users find the AI limitations frustrating, particularly with slow responses and redundant information instead of direct answers.
  • Users are frustrated by missing data in large spreadsheets and slow query responses impacting their efficiency.

What Are Recent G2 Reviews of Dashworks?

indigitall

indigitall is a comprehensive customer engagement platform built to deliver seamless, personalized experiences across every digital touchpoint. By unifying all your inbound and outbound communication channels—including push notifications, WhatsApp, and advanced AI Agents—we provide the tools for you to genuinely understand your audience. This holistic approach empowers brands to launch automated, targeted campaigns that not only boost engagement but directly drive conversion and long-term customer value. To learn more, visit indigitall.com.

Average Rating: 4.8/5.0

Total Reviews: 434

How Do G2 Users Rate indigitall?

  • Understanding: 9.1/10 (Category avg: 8.8/10)
  • Ease of Use: 9.3/10 (Category avg: 9.1/10)
  • Reliability: 9.1/10 (Category avg: 8.8/10)
  • Error Learning: 9.0/10 (Category avg: 8.1/10)

Who Is the Company Behind indigitall?

  • Seller: indigitall
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Spain
  • Twitter: @indigitall
    118 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    94 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Marketing, Journalist
  • Top Industries: Telecommunications, Marketing and Advertising
  • Company Size: 41% Medium, 36% Small

What Do G2 Reviewers Say About indigitall?

AI-generated summary from verified user reviews

Pros
  • Users find indigitall's platform remarkably easy to use, streamlining communication management across various channels seamlessly.
  • Users appreciate the helpful customer support of Indigitall, ensuring seamless communication and campaign performance management.
  • Users value the responsive customer support of Indigitall, enhancing their overall experience with the platform.
  • Users find Indigitall extremely useful for creating personalized messages easily across various communication channels.
  • Users praise the efficiency of automation in Indigitall, significantly enhancing engagement and simplifying digital marketing strategies.
Cons
  • Users find the steep learning curve of Indigitall challenging initially, especially for those new to marketing automation.
  • Users note a steep learning curve with Indigitall, making it challenging to fully utilize its potent features.
  • Users find that the initial complexity of Indigitall's features may overwhelm beginners and smaller teams.
  • Users struggle with integration issues, particularly with Salesforce and complex systems, complicating their overall experience.
  • Users find the learning curve steep, highlighting the not intuitive interface that complicates initial navigation and usage.

What Are Recent G2 Reviews of indigitall?

Letter AI

Letter AI is a unified revenue enablement platform built natively with AI. All in one easy-to-use platform Letter not only is a Content Management System and Learning Management System, our AI workflows and generative AI capabilities create content and AI-powered training and role play in minutes. Being AI-native means our Deal Pursuit capabilities, like AI Sales Rooms and end-to-end RFP automation, are deeply connected to your enablement capabilities. Letter AI empowers your enablement teams to supercharge the revenue journey. Some of the key features of the Letter AI platform include: AI-Powered Training & Coaching: Quickly deliver rich training and onboarding experiences using AI-coached interactive learning, video-based sessions, and certification pathways. Content Creation & Management: Utilize AI to create, manage, and personalize content effectively, enabling the creation of assets such as FAQ documents and competitor battle cards in minutes. Letter AI Co-Pilot: Real-time knowledge retrieval with our Co-Pilot that provides personalized responses based on your content, available in 15 languages to support global enablement. Deal Pursuit & Buyer Engagement: Accelerate the sales cycle with features like an AI Sales Room for interactive customer engagement and end-to-end RFP automation, driving efficiency and effective customer interaction. Security & Privacy: Letter AI emphasizes top-tier security and privacy standards, ensuring customer data protection through certified frameworks like SOC 2 Type II.

Average Rating: 4.9/5.0

Total Reviews: 83

How Do G2 Users Rate Letter AI?

  • Understanding: 9.1/10 (Category avg: 8.8/10)
  • Ease of Use: 9.3/10 (Category avg: 9.1/10)
  • Reliability: 9.3/10 (Category avg: 8.8/10)
  • Error Learning: 9.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Letter AI?

  • Seller: Letter AI
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Chicago, IL
  • LinkedIn® Page: www.linkedin.com
    61 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Medium, 27% Large

What Do G2 Reviewers Say About Letter AI?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of Letter AI, facilitating quick adoption and efficient content creation.
  • Users love the excellent customer support from Letter AI, highlighting their responsiveness and commitment to user satisfaction.
  • Users value the advanced AI capabilities of Letter AI, enhancing content management and learning efficiency significantly.
  • Users value the time-saving efficiency of Letter AI, allowing focus on critical tasks without compromising quality.
  • Users appreciate the customized AI training of Letter AI, enabling accurate, on-brand content generation from existing communications.
Cons
  • Users experience usage limitations with Letter AI, particularly regarding unintuitive settings and lack of user analytics.
  • Users note the limited features of Letter AI, expressing a desire for more manual control and functionality enhancements.
  • Users note missing features in Letter AI, affecting usability, but appreciate the team's responsiveness to feedback.
  • Users report update issues with frequent changes and initial bugs, impacting some legacy adopters' experience and adaptability.
  • Users face integration issues with Letter AI, finding setup challenging despite effective functionality once configured.

What Are Recent G2 Reviews of Letter AI?

Tidio

Tidio is an all-in-one customer support software suite comprising (1) help desk, (2) live chat, (3) chatbot automation, and (4) AI agent features. Over 300,000 businesses across ecommerce, services, and tech use Tidio to streamline communication, resolve issues faster, and drive more sales. With Tidio, support teams can engage customers in real time via live chat, automate responses to FAQs with Flows (rules-based chatbots), and manage conversations from multiple channels like email, Messenger, Instagram, WhatsApp, and email in one unified dashboard. At the heart of the platform is Lyro, Tidio’s conversational AI agent and chatbot, capable of resolving up to 67% of common customer inquiries without human involvement. With a single click, Lyro starts using your company’s existing help content to provide accurate and brand-consistent responses without making up answers. When in doubt, the AI agent will hand over the ticket to your team, enhancing trust between users and your brand. Tidio empowers businesses to scale their support without overwhelming their teams. It reduces missed chats, shortens response times, and frees up agents to focus on complex issues. Start free and get 50 AI-powered conversations with Lyro. No credit card required. 💬 Live Chat • Real-Time Support – Engage with visitors instantly through a lightweight chat widget. • Live Typing Preview – See what users are typing before they hit send. • Canned Responses – Use pre-written replies for quick, consistent answers. • AI Reply Assistant – Enhance responses with GPT-4 suggestions. • User Management – Ban users by IP, view live visitor lists. • Chat Transcripts – Save or email conversation history. • Attachments – Support for sending files (images, docs, videos). ⚙️ Flows (Chatbot Automation) • Visual Automation Builder – No-code drag & drop builder for custom flows. • Pre-designed Templates – 40+ templates designed for eCommerce. • Data Collection – Auto-capture contact info and feedback. • Abandoned Cart Recovery – Send timed offers/discounts. • Third-Party Integrations – Sync data with external tools and platforms. 🤖 Lyro (AI Agent) • Conversational AI – Automatically resolve up to 70% of questions. • Product Recommendations – Suggest items based on Shopify product data. • Multichannel Support – Works across live chat, WhatsApp, Instagram, Messenger. • Multilingual Capabilities – Respond in English, Spanish, French, Portuguese, German. • Analytics – Review AI performance and conversation stats. 🛒 Order Management (for Shopify) • Cart Preview – See what's in the customer's cart in real time. • Order History Access – View past orders for personalized help. • Direct Product Recommendations – Suggest products inside the chat. • Order Management – Cancel, update, or refund orders via chat. • Discount Offering – Share coupon codes live in conversation. 🎫 Ticketing System • Unified Ticket Creation – Convert emails/chats into support tickets. • Tagging and Prioritization – Organize and prioritize tasks. • Operator Tracking – Know who’s assigned to what. • Advanced Filtering – Quickly sort through tickets. • Spam Management – Auto-detect and filter irrelevant messages. 📡 Communication Channels Manage all in one dashboard: • Live Chat – Real-time website conversations. • Email – Integrate multiple inboxes. • Instagram – Reply to DMs and reactions. • Messenger – Chat with Facebook users. 🎨 Customization • Branding – Match chat widget to your site's look & feel. • Visibility Settings – Customize widget display by time/device. • Offline Messaging – Capture leads when you're offline. 📊 Analytics • Performance Monitoring – Track response times, satisfaction, missed chats. • Team Insights – Evaluate individual/team productivity. • Flow Analysis – Optimize automations based on performance data. 🔒 Privacy & Compliance • SOC 2 Type 2 • GDPR • CCPA • EU-US DPF • CPRA • AI Pact

Average Rating: 4.6/5.0

Total Reviews: 1,898

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Tidio combines live chat and chatbot tools to help you connect with your customers and generate more sales with outstanding instant support.

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View this exclusive G2 deal

How Do G2 Users Rate Tidio?

  • Understanding: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 9.3/10 (Category avg: 9.1/10)
  • Reliability: 8.6/10 (Category avg: 8.8/10)
  • Error Learning: 8.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Tidio?

  • Seller: Tidio
  • Company Website:
  • Year Founded: 2013
  • HQ Location: San Francisco, California
  • Twitter: @tidiocx
    1,306 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    182 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, CEO
  • Top Industries: Retail, Marketing and Advertising
  • Company Size: 90% Small, 9% Medium

What Do G2 Reviewers Say About Tidio?

AI-generated summary from verified user reviews

Pros
  • Users find Tidio's ease of use exceptional, enhancing communication with customers effectively and effortlessly.
  • Users appreciate Tidio for its immediate customer support, enhancing engagement and satisfaction in service delivery.
  • Users value the efficient AI chatbots of Tidio, ensuring quick customer responses and smooth communication.
  • Users find Tidio's easy setup incredibly helpful, enabling a smooth start and efficient configuration.
  • Users appreciate Tidio's real-time answers and easy setup, enhancing customer engagement and overall experience dramatically.
Cons
  • Users find Tidio expensive, especially for freelancers seeking customizable pricing and features to fit their needs.
  • Users find the limited customization options frustrating, wishing for more control over chat features and workflows.
  • Users find Tidio's pricing model expensive, suggesting a need for more affordable options for small businesses.
  • Users find the missing features in Tidio, such as geolocation, limiting its affordability and usability across plans.
  • Users desire more features from Tidio, such as additional styles, mobile capabilities, and editing options for chat responses.

What Are Recent G2 Reviews of Tidio?

What Are G2 Users Discussing About Tidio?

Alhena AI

Alhena AI: AI concierge for discovery, shopping & support that helps drive revenue. Alhena AI is a commerce AI software platform that helps ecommerce businesses improve product discovery, personalize shopping experiences, automate customer support, and optimize brand and product visibility across AI search engines. Designed for teams managing customer interactions across the entire buying journey, from discovery to post-purchase support, the platform integrates with business systems to access product catalogs, customer queries, and operational data, enabling context-aware and accurate responses. It supports use cases such as conversational product discovery, answering product and policy related questions, handling order and shipping queries, and assisting support teams with AI generated responses. Alhena also introduces Embeddable Agents, purpose built AI experiences that live directly where shoppers make decisions instead of requiring them to switch to a chatbot. Brands can embed specialized AI agents on product pages and throughout the shopping journey to deliver interactive experiences such as Virtual Try-On, Outfit Builder, Room Designer, Guided Product Discovery, and other contextual buying assistants. By bringing AI directly into key moments of the customer journey, Embeddable Agents create more engaging shopping experiences while helping shoppers discover products with greater confidence. The platform also includes vertical AI agents tailored to specific industries. For beauty brands, this includes capabilities such as skin analysis, shade matching, and routine building. For fashion and apparel, it supports fit analysis, virtual try-on experiences, and outfit builders. For home and living, it enables guided product selection, visual discovery, personalized room styling, and room design experiences. For travel and hospitality, it supports trip planning and personalized recommendations. These agents are designed to align with domain specific customer journeys and decision making processes. Trusted by fast growing brands like Tatcha (Unilever), Victoria Beckham, Huckberry, and Ettitude, Alhena has earned numerous G2 Awards, including High Performer, Best Support, and Easiest to Do Business With, demonstrating its excellence in AI for ecommerce. Alhena includes capabilities to structure and optimize product data and content so brands can appear accurately in AI search results across platforms like ChatGPT, Gemini, and Perplexity. This enables businesses to align their product information with how modern consumers search, compare, and discover products using conversational AI. At its core, Alhena is an all in one platform that delivers accurate, brand aligned responses in over 90 languages, eliminating the risks of unreliable AI. Key features and capabilities include: - Conversational product discovery and guided selling for ecommerce storefronts - Embeddable AI agents that bring interactive shopping experiences directly to product pages and key customer touchpoints - AI powered automation of customer support queries - AI visibility optimization (AEO/GEO) for improved presence in AI search experiences - Native integrations with ecommerce platforms and helpdesks to ensure accurate, real time, grounded responses - Omnichannel deployment across web, messaging platforms, and social channels - Agent assist tools that help support teams deliver faster and more consistent responses - Analytics and reporting to track performance, customer interactions, and operational efficiency Alhena's intelligent filtering, contextual recommendations, and interactive AI experiences help brands handle complex customer queries with empathy while driving over 300% conversion lifts and up to 30% increases in average order value (AOV). It seamlessly integrates with platforms like Shopify and WooCommerce, along with helpdesks such as Gorgias, Zoho Desk, and Zendesk, escalating complex issues to human agents with full conversation context. Alhena AI is used by ecommerce brands across industries including fashion, beauty, jewelry, travel, and home goods to streamline customer interactions, improve operational efficiency, increase conversions, and deliver exceptional AI powered commerce experiences. Elevate your store today by scheduling a demo and discover why Alhena is trusted as the all in one AI concierge platform for modern ecommerce brands.

Average Rating: 4.9/5.0

Total Reviews: 35

How Do G2 Users Rate Alhena AI?

  • Understanding: 9.4/10 (Category avg: 8.8/10)
  • Ease of Use: 9.7/10 (Category avg: 9.1/10)
  • Reliability: 9.4/10 (Category avg: 8.8/10)
  • Error Learning: 9.2/10 (Category avg: 8.1/10)

Who Is the Company Behind Alhena AI?

  • Seller: Alhena AI
  • Year Founded: 2022
  • HQ Location: Pleasanton, US
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 66% Small, 37% Medium

What Do G2 Reviewers Say About Alhena AI?

AI-generated summary from verified user reviews

Pros
  • Users praise the responsive customer support of Alhena AI, enhancing the overall experience and implementation ease.
  • Users appreciate the ease of use of Alhena AI, finding setup and integration simple and effective.
  • Users praise the easy setup of Alhena AI, enhancing their experience with quick integration and effective support.
  • Users appreciate the simplicity of the UX, making setup and training agents easy and effective.
  • Users value the intuitive design of Alhena AI, making training and conversation monitoring effortless and effective.
Cons
  • Users desire a deeper level of analysis for enhanced insights, seeking improvements in connection interpretations.

What Are Recent G2 Reviews of Alhena AI?

Podium

Podium builds the AI Employees that power local businesses. Trusted by 60,000+ businesses across Automotive, Home Services, Aesthetics, and Retail, Podium's AI Employees increase lead conversion by 45% and generate 30% more revenue, without adding headcount. Podium is purpose-built for the industries we serve: Automotive: Podium turns every lead into a test drive or service appointment and searches for more opportunities in your database. Used by over 6,000 auto dealerships, Jerry, our AI employee, drives revenue through Sales AI, Service AI and Voice AI for fixed ops, with direct integrations to Reynolds & Reynolds, VinSolutions, CDK, Tekion, Dealertrack, Dealervault, Dealersocket, X-time and every other major CRM, DMS and scheduling system Home Services: Podium is the AI Operating System for HVAC, plumbing, electrical, and garage door contractors: Podium FSM, scheduling, memberships, and payments all in one platform. Larry, our AI employee, answers every call, books jobs directly onto the dispatch board, and follows up until the invoice is paid. Aesthetics: Podium is the AI Operating System for aesthetics: Podium EMR, patient communications, and marketing all in one platform. Avery, our AI front desk, responds to every lead, books appointments directly onto your calendar, and handles after-hours inquiries. Retail: Podium is the AI-powered communication, reviews, and payments platform for furniture, appliance, jewelry, and mattress retailers. Podium's AI Employee responds to every lead in under 60 seconds, 24/7. Since our founding in 2014, Podium has deployed thousands of AI Employees and become the system that drives growth and efficiency for local businesses. Podium has been recognized for Best AI Implementation by Inc. Magazine, highlighted by OpenAI for building revenue-driving AI Agents for local business, and awarded #1 AI Agent for Business Operations by G2.

Average Rating: 4.5/5.0

Total Reviews: 2,072

How Do G2 Users Rate Podium?

  • Understanding: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 9.2/10 (Category avg: 9.1/10)
  • Reliability: 7.7/10 (Category avg: 8.8/10)
  • Error Learning: 7.8/10 (Category avg: 8.1/10)

Who Is the Company Behind Podium?

  • Seller: Podium
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Lehi, UT
  • Twitter: @PodiumHQ
    4,178 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,639 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, General Manager
  • Top Industries: Automotive, Retail
  • Company Size: 61% Small, 34% Medium

What Do G2 Reviewers Say About Podium?

AI-generated summary from verified user reviews

Pros
  • Users find Podium's ease of use and intuitive design to significantly enhance their business operations and efficiency.
  • Users appreciate Podium for its user-friendly interface and effective communication features that enhance business operations.
  • Users highly value Podium's unified communication, seamlessly integrating multiple messaging platforms for streamlined customer engagement.
  • Users love the easy communication with customers via Podium, enhancing real-time interactions and improving service insights.
  • Users rave about the fantastic customer support from Podium, enhancing business operations and satisfaction significantly.
Cons
  • Users find messaging issues with Podium, struggling to manage a high volume of inquiries effectively.
  • Users express concern over missing features in Podium, hindering effective service management and customer engagement.
  • Users find Podium's limited features challenging, particularly with tracking messages and lack of integration options.
  • Users find Podium's pricing to be excessive, deterring small businesses from fully utilizing the platform.
  • Users report poor customer support, facing aggressive practices and frustrating cancellation processes that sour their experience.

What Are Recent G2 Reviews of Podium?

What Are G2 Users Discussing About Podium?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated