Best AI Software Products

2026

Find the best software for anything and everything you want to accomplish, as decided by software buyers on the world’s largest and most trusted software marketplace. Based on honest reviews and ratings from our G2 users this year, this list features the top software products found on G2.

Top 5 Best AI Software Products:

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ChatGPT
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ElevenLabs
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Grammarly
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Canva
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Zendesk for Customer Service

Best Software by Function / AI Products

Out of 18,312 total products in this category, and 241 that were eligible for the 2026 Best Software Awards, here are the 50 best software products. When looking at this year’s winners, 14 remained on the list from last year, while 36 are new entrants — representing a 72% change on this list since the 2025 Best Software Awards.

Best Software by Function
Best Software Companies
Best Software Products

Previous Winners

2025
2024
2023
2022
2021
2020
2019

1

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ChatGPT

AI Chatbots

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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 expla

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 expla

Reviews

4/5
"Outstanding Performance, Helpful Tips, and a Simple UI"
-Ananya A.
4.5/5
"An Essential Daily Tool for Fast, Natural Answers and Creative Ideas"
-Smit K.
5/5
"Chatgpt is the game-changer."
-Parmeshwar P.

Categories

G2 Awards

Best Global Sellers 2026

Best AI Software Products 2026

Best Mid-Market Products 2026

Best Software Products 2026

Best Highest Satisfaction Products 2026

EMEA Leader AI Chatbots Summer 2026

Grid Leader AI Code Generation Summer 2026

India Leader AI Code Generation Summer 2026

Asia Leader AI Chatbots Summer 2026

Grid Leader AI Chatbots Summer 2026

2

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ElevenLabs

Text to Speech

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ElevenLabs

AI Voice Generator and research lab. Convert text to speech in any voice, style and language with the most powerful AI speech tool ever.

AI Voice Generator and research lab. Convert text to speech in any voice, style and language with the most powerful AI speech tool ever.

Reviews

5/5
"ElevenLabs Leads the Pack with Natural, Client-Ready Audio and an Easy API"
-VINAY P.
4/5
"Rich Voice Quality with Room for Enhancement"
-Gediminas P.
5/5
"ElevenLabs Delivers Realistic, Expressive Voices with Fast, Easy Customization"
-Mi S.

Categories

G2 Awards

Best AI Software Products 2026

Best Fastest Growing Products 2026

India Leader Text to Speech Summer 2026

Asia Pacific Leader Text to Speech Summer 2026

Europe Leader Text to Speech Summer 2026

Asia Leader Text to Speech Summer 2026

United Kingdom Leader Text to Speech Summer 2026

Middle East & Africa Leader Text to Speech Summer 2026

3

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Grammarly

AI Writing Assistant

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Grammarly

Grammarly is the trusted AI assistant for communication and productivity, helping over 30 million people and 70,000 teams do their best work. Companies like Atlassian, Databricks, and Zoom rely on Grammarly to brainstorm, compose, and enhance communication that moves work forward. Grammarly works wh

Grammarly is the trusted AI assistant for communication and productivity, helping over 30 million people and 70,000 teams do their best work. Companies like Atlassian, Databricks, and Zoom rely on Grammarly to brainstorm, compose, and enhance communication that moves work forward. Grammarly works wh

Reviews

4.5/5
"Grammarly Helps Me Learn and Improve My Writing Habits"
-Eashan M.
4.5/5
"An amazing tool that is now heavily discounted."
-Subham k.
4/5
"Faster, Cleaner Writing with Natural Real-Time Suggestions"
-Arpit S.

Categories

G2 Awards

Best Global Sellers 2026

Best AI Software Products 2026

Best Software Products 2026

Best Highest Satisfaction Products 2026

Usability Leader AI Writing Assistant Summer 2026

Implementation Leader AI Writing Assistant Summer 2026

Relationship Leader AI Writing Assistant Summer 2026

Grid Leader AI Writing Assistant Summer 2026

ANZ Leader AI Writing Assistant Summer 2026

4

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Canva

AI Content Creation Platforms

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Canva

Canva is an online design and publishing platform that provides user friendly design tools for non-designers.

Canva is an online design and publishing platform that provides user friendly design tools for non-designers.

Reviews

4.5/5
"Effortless Design, Perfect for Clinics"
-KOMAL T.
5/5
"Canva’s Intuitive UI and Massive Asset Library Supercharge My Marketing Content"
-sarthak k.
4.5/5
"Comfortable, User-Friendly Design Tool for Creating All Kinds of Visuals"
-Faiz A.

Categories

G2 Awards

Best Design Software Products 2026

Best Australia & New Zealand Products 2026

Best APAC Products 2026

Best AI Software Products 2026

Best Content Management Software Products 2026

Best Global Sellers 2026

Best Analytics Software Products 2026

Best Marketing & Digital Advertising Software Products 2026

Best Collaboration & Productivity Software Products 2026

Best Software Products 2026

Best Small Business Products 2026

Best Mid-Market Products 2026

5

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Zendesk for Customer Service

Help Desk

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Zendesk for Customer Service

Zendesk for Customer Service is an AI-powered service solution that’s easy to set up, use, and scale. It offers out-of-the-box functionality that’s simple to modify, helping businesses move faster. Leveraging AI built on billions of CX interactions, Zendesk enhances the entire service experience—fro

Zendesk for Customer Service is an AI-powered service solution that’s easy to set up, use, and scale. It offers out-of-the-box functionality that’s simple to modify, helping businesses move faster. Leveraging AI built on billions of CX interactions, Zendesk enhances the entire service experience—fro

Reviews

5/5
"Streamlined, Intuitive Ticketing That Boosts Support Efficiency"
-Aaron E.
5/5
"Organized, Efficient Customer Support with Powerful Automation in Zendesk"
-David A.
5/5
"Efficient and User-Friendly Customer Support Platform"
-Prachi S.

Categories

G2 Awards

Best Global Sellers 2026

Best Customer Service Software Products 2026

Best Agentic AI Software Products 2026

Best AI Software Products 2026

Best Software Products 2026

Best Fastest Growing Products 2026

Grid Leader Proactive Notification Summer 2026

Asia Leader Chatbots Summer 2026

6

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Fin

AI Customer Support Agents

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Fin

Fin’s AI Agent System gives you complete control with four core capabilities, analyze, train, test, and deploy, all in one easy-to-use workspace. It’s designed to fine-tune quality and drive continuous performance improvement. No code required. Train: Teach Fin with your knowledge, data, policies, a

Fin’s AI Agent System gives you complete control with four core capabilities, analyze, train, test, and deploy, all in one easy-to-use workspace. It’s designed to fine-tune quality and drive continuous performance improvement. No code required. Train: Teach Fin with your knowledge, data, policies, a

Reviews

4.5/5
"Easy to Use, Fast Performance, and Truly Helpful Support"
-Rudolff V.
4.5/5
"Seamless Integrations, Easy Workflows, and Smooth AI for Ticket Management"
-Preticia E.
5/5
"Smarter Support, Less Effort"
-Jagdish D.

Categories

G2 Awards

Best Agentic AI Software Products 2026

Best Global Sellers 2026

Best AI Software Products 2026

Best Customer Service Software Products 2026

Europe Leader Customer Service Automation Summer 2026

Middle East Leader Conversational Support Summer 2026

Canada Leader Customer Service Automation Summer 2026

EMEA Leader Customer Service Automation Summer 2026

Usability Leader Digital Customer Service Platforms Summer 2026

Europe Leader Conversational Support Summer 2026

7

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Gemini Enterprise Agent Platform

Data Science and Machine Learning Platforms

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Gemini Enterprise Agent Platform

Gemini Enterprise Agent Platform is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Gemini Enterpr

Gemini Enterprise Agent Platform is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Gemini Enterpr

Reviews

4/5
"Streamlined Automation with Robust Integration"
-Rahul B.
5/5
"Vertex AI Streamlines ML Training and Deployment with a Unified, Feature-Rich Platform"
-Danyal A.
4.5/5
"Seamless Google Suite Integration for Everyday Work"
-Shubham S.

Categories

G2 Awards

Best Global Sellers 2026

Best AI Software Products 2026

Best Agentic AI Software Products 2026

Best Small Business Products 2026

Best Mid-Market Products 2026

Asia Leader Generative AI Infrastructure Summer 2026

India Leader Generative AI Infrastructure Summer 2026

Asia Pacific Leader Generative AI Infrastructure Summer 2026

Grid Leader Machine Learning Summer 2026

8

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Synthesia

AI Video Generators

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Synthesia

Create AI videos by simply typing in text. Easy to use, cheap and scalable. Make engaging videos with human presenters — directly from your browser. Free demo.

Create AI videos by simply typing in text. Easy to use, cheap and scalable. Make engaging videos with human presenters — directly from your browser. Free demo.

Reviews

4.5/5
"Lightning-Fast Video Creation and Instant Localization at Scale"
-Ayesha N.
5/5
"Intuitive Interface, Great for Streamlining"
-Özgür Bülent K.
5/5
"Synthesia Makes Video Creation as Easy as PowerPoint"
-Wendy S.

Categories

G2 Awards

Best UK Sellers 2026

Best AI Software Products 2026

Best Design Software Products 2026

Best EMEA Sellers 2026

Best HR Software Products 2026

Best Global Sellers 2026

Best Software Products 2026

United Kingdom Leader Course Authoring Summer 2026

Grid Leader Course Authoring Summer 2026

Canada Leader Video Content Creation Summer 2026

United Kingdom Leader Video Communications Summer 2026

EMEA Leader Video Email Summer 2026

9

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Roboflow

Image Recognition

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Roboflow

Extract, transform, load for computer vision. Your datasets in every format. Balanced, labeled, versioned.

Extract, transform, load for computer vision. Your datasets in every format. Balanced, labeled, versioned.

Reviews

5/5
"Speeds up our agri‑CV research"
-Alexey K.
5/5
"Reliable Tool for Ecological Computer Vision Workflows"
-Edlin G.
5/5
"Roboflow: User-Friendly Image Annotation for Training AI Models"
-Kim B.

Categories

G2 Awards

Best AI Software Products 2026

Usability Leader MLOps Platforms Summer 2026

Implementation Leader MLOps Platforms Summer 2026

Results Leader MLOps Platforms Summer 2026

Implementation Leader Data Labeling Summer 2026

Relationship Leader MLOps Platforms Summer 2026

Grid Leader Data Labeling Summer 2026

Implementation Leader Image Recognition Summer 2026

10

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Notion

Knowledge Base

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Notion

Notion is a unified workspace for teams. Notion is a connected workspace where your team can create docs, take notes, manage tasks, and organize your work – all in one place. And now, with Notion AI, you can augment your capabilities in new and unexpected ways. Leverage the power of AI right inside

Notion is a unified workspace for teams. Notion is a connected workspace where your team can create docs, take notes, manage tasks, and organize your work – all in one place. And now, with Notion AI, you can augment your capabilities in new and unexpected ways. Leverage the power of AI right inside

Reviews

4/5
"One app to replace the whole mess"
-Ruth D.
5/5
"Notion: all-in-one to organize, save time, and find everything quickly"
-Marco M.
4/5
"Makes Photography Workflow Faster & Quick"
-Priya v.

Categories

G2 Awards

Best Highest Satisfaction Products 2026

Best Global Sellers 2026

Best Project Management Software Products 2026

Best AI Software Products 2026

Best Analytics Software Products 2026

Best Content Management Software Products 2026

Best Software Products 2026

Grid Leader Note-Taking Software Summer 2026

Canada Leader Knowledge Base Summer 2026

Europe Leader Note-Taking Software Summer 2026

11

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UiPath Agentic Automation

Robotic Process Automation (RPA)

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UiPath Agentic Automation

UiPath enables business users with no coding skills to design and run robotic process automation

UiPath enables business users with no coding skills to design and run robotic process automation

Reviews

5/5
"Easy to learn & User friendly RPA tool"
-Aniket J.
5/5
"Seamless No-Code Agent Creation at Jet Speed"
-Balaji K.
5/5
"UIPath is one of leading RPA tool with powerful automation capabilities "
-Yesu Raju P.

Categories

G2 Awards

Best IT Management Software Products 2026

Best Global Sellers 2026

Best Development Software Products 2026

Best AI Software Products 2026

Best Agentic AI Software Products 2026

Relationship Leader Automation Testing Summer 2026

Relationship Leader Robotic Process Automation (RPA) Summer 2026

Asia Pacific Leader Automation Testing Summer 2026

Asia Leader Automation Testing Summer 2026

12

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Leo

Emerging AI Software

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Leo

Leo is the AI built for mechanical engineers - trusted by 50,000 engineers including teams at Onshape by PTC, Elbit Systems, Zutacore, ERC Systems, and more. Engineers use Leo to get accurate technical answers in seconds, instantly find parts from PLM and supplier databases, generate new concepts, a

Leo is the AI built for mechanical engineers - trusted by 50,000 engineers including teams at Onshape by PTC, Elbit Systems, Zutacore, ERC Systems, and more. Engineers use Leo to get accurate technical answers in seconds, instantly find parts from PLM and supplier databases, generate new concepts, a

Reviews

5/5
"Leo AI Saves Engineers Time with Workflow-Smart Guidance"
-Elad H.
4.5/5
"Leo AI Speeds Up Engineering Work with Fast, Relevant Knowledge Access"
-Eitan H.
5/5
"Engineering-Accurate AI with Citations, CAD Awareness, and Traceable Math"
-Dorian G.

Categories

G2 Awards

Rookies of the Year 2026

Best AI Software Products 2026

13

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Semrush

SEO Tools

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Semrush

Online Visibility and Content Marketing SaaS Platform

Online Visibility and Content Marketing SaaS Platform

Reviews

5/5
"All-in-One SEO Dashboard with Seamless GA4 & Search Console Integration"
-Sofia B.
5/5
"Comprehensive SEO Insights in One Platform"
-Marie-Pier H.
5/5
"One Stop Solution for SEO, Website Audit, and Competitor Analysis"
-Fuad Al A.

Categories

G2 Awards

Best Marketing & Digital Advertising Software Products 2026

Best Global Sellers 2026

Best AI Software Products 2026

Best Software Products 2026

Asia Pacific Leader Local SEO Summer 2026

Grid Leader Local Listing Management Summer 2026

Asia Leader Local SEO Summer 2026

Europe Leader Local SEO Summer 2026

United Kingdom Leader Local SEO Summer 2026

14

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Replit

AI Code Generation

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Replit

Build & host any project, all in one place

Build & host any project, all in one place

Reviews

5/5
"Replit Makes Browser-Based Coding and AI Prototyping Fast and Easy"
-Mahmoud A.
4.5/5
"Fast, Growing App Builder with Helpful Preview, Hosting, and DNS"
-Adam E.
4.5/5
"Simple Browser-Based Coding with AI Chat and Stable Small-Scale App Performance"
-Divyarajsinh C.

Categories

G2 Awards

Best AI Software Products 2026

Best Fastest Growing Products 2026

Momentum Leader AI Code Generation Summer 2026

Grid Leader AI Code Generation Summer 2026

EMEA Leader AI Code Generation Summer 2026

Results Leader AI App Builder Summer 2026

Relationship Leader AI App Builder Summer 2026

Grid Leader AI App Builder Summer 2026

15

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Adobe Firefly

AI Image Generators

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Adobe Firefly

Adobe Firefly is an advanced generative AI platform designed to empower creatives by streamlining content creation across various media types. Integrated seamlessly into Adobe's Creative Cloud suite, Firefly offers tools for generating images, videos, audio, and vector graphics from simple text prom

Adobe Firefly is an advanced generative AI platform designed to empower creatives by streamlining content creation across various media types. Integrated seamlessly into Adobe's Creative Cloud suite, Firefly offers tools for generating images, videos, audio, and vector graphics from simple text prom

Reviews

5/5
"Makes Creative Design Work Faster and More Organized"
-Ishan S.
4.5/5
"Fast, Powerful AI Creation with Seamless Adobe Creative Cloud Integration"
-Arkajit D.
5/5
"Adobe Firefly A Seamless Creative Assistant Inside the Adobe Ecosystem"
-Muzammil M.

Categories

G2 Awards

Best AI Software Products 2026

Best Global Sellers 2026

Best Design Software Products 2026

Relationship Leader Photo Editing Summer 2026

Implementation Leader Photo Management Summer 2026

Results Leader Photo Editing Summer 2026

Implementation Leader Photo Editing Summer 2026

Momentum Leader Photo Management Summer 2026

Grid Leader AI Image Generators Summer 2026

EMEA Leader AI Image Generators Summer 2026

16

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Google Cloud AI Infrastructure

Generative AI Infrastructure

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Google Cloud AI Infrastructure

Google Cloud AI Infrastructure offers a scalable, high-performance, and cost-effective platform tailored for diverse AI workloads, encompassing both training and inference tasks. By integrating advanced hardware accelerators such as GPUs and TPUs with managed services like Vertex AI and Google Kuber

Google Cloud AI Infrastructure offers a scalable, high-performance, and cost-effective platform tailored for diverse AI workloads, encompassing both training and inference tasks. By integrating advanced hardware accelerators such as GPUs and TPUs with managed services like Vertex AI and Google Kuber

Reviews

4.5/5
"Excellent toolbox for AI implementation in the cloud"
-Luis M.
4/5
"Powerful AI Tools and Scalability with Excellent Documentation on Google Cloud"
-Neha J.
4/5
"Helps me integrate AI features into real estate sites"
-Maira M.

Categories

G2 Awards

Best Global Sellers 2026

Best AI Software Products 2026

Best Small Business Products 2026

Momentum Leader Generative AI Infrastructure Summer 2026

Grid Leader Generative AI Infrastructure Summer 2026

India Leader Generative AI Infrastructure Summer 2026

Asia Leader Generative AI Infrastructure Summer 2026

Relationship Leader Generative AI Infrastructure Summer 2026

17

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Databricks

Big Data Processing and Distribution

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Databricks

Making big data simple

Making big data simple

Reviews

4.5/5
"Lakebase - Good Option for Low Latency Data Serving with Databricks Integration"
-Senthil K.
4.5/5
"Powerful Lakehouse for Big Data, Collaboration, and Efficient Pipelines"
-Konjengbam M.
4/5
"Databricks in my case: Multiple Integrations, Intuitive UI, and Reliable Performance"
-Yelnur K.

Categories

G2 Awards

Best Global Sellers 2026

Best IT Infrastructure Software Products 2026

Best AI Software Products 2026

Best IT Management Software Products 2026

Results Leader Data Science and Machine Learning Platforms Summer 2026

Usability Leader Big Data Processing and Distribution Summer 2026

Usability Leader Big Data Analytics Summer 2026

Usability Leader Data Science and Machine Learning Platforms Summer 2026

Results Leader Data Governance Summer 2026

18

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GitHub Copilot

AI Coding Assistants

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GitHub Copilot

GitHub Copilot is powered by a combination of large language models (LLMs), including a customized version of OpenAI’s GPT that translates natural language to code and additional models from Microsoft and GitHub to further hone and improve upon results. Available as an extension for Visual Studio C

GitHub Copilot is powered by a combination of large language models (LLMs), including a customized version of OpenAI’s GPT that translates natural language to code and additional models from Microsoft and GitHub to further hone and improve upon results. Available as an extension for Visual Studio C

Reviews

5/5
"Copilot Supercharges QA Automation with Smart, Context-Aware Test Suggestions"
-Bharat V.
5/5
"GitHub Copilot Keeps Me in the Zone for DevOps and Automation"
-Sonti P.
5/5
"GitHub Copilot Speeds Up Development with Smart Real-Time Code Suggestions"
-priyanka p.

Categories

G2 Awards

Best AI Software Products 2026

India Leader AI Coding Assistants Summer 2026

Asia Leader AI Coding Assistants Summer 2026

Asia Pacific Leader AI Coding Assistants Summer 2026

Grid Leader AI Coding Assistants Summer 2026

Momentum Leader AI Coding Assistants Summer 2026

Asia Leader AI Code Generation Summer 2026

India Leader AI Code Generation Summer 2026

Asia Pacific Leader AI Code Generation Summer 2026

19

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Microsoft Copilot Studio

AI Agent Builders

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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 intell

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 intell

Reviews

5/5
"Easy-to-Customize AI Agents for Sales, Support, and Product Knowledge"
-Matthew W.
4/5
"Fast, Low-Code Custom Copilots with Smooth Microsoft Integrations"
-Balram T.
4/5
"Seamless Integration with Room for UX Improvement"
-Babu S.

Categories

G2 Awards

Best Agentic AI Software Products 2026

Best Global Sellers 2026

Best AI Software Products 2026

Asia Leader Bot Platforms Summer 2026

India Leader Bot Platforms Summer 2026

Asia Pacific Leader Bot Platforms Summer 2026

Grid Leader Bot Platforms Summer 2026

20

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HeyGen

AI Video Generators

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HeyGen

HeyGen is AI-powered video creation at scale, letting you effortlessly produce studio-quality videos with AI-generated avatars and voices. Get started for free!

HeyGen is AI-powered video creation at scale, letting you effortlessly produce studio-quality videos with AI-generated avatars and voices. Get started for free!

Reviews

5/5
"Helpful for Creating Video Content in Multiple Languages"
-Tanya N.
5/5
"Full Episodes in Under an Hour—A Huge Win for Solo Creators"
-Amrutha N.
4/5
"HeyGen: Technology, ease, and cutting-edge in the creation of realistic Avatars for digital businesses."
-Claudio M.

Categories

G2 Awards

Best AI Software Products 2026

Best Design Software Products 2026

Asia High performer Audio Editing Summer 2026

Grid Leader Video Translation Summer 2026

Europe Leader Video Translation Summer 2026

Southeast Asia Leader Video Editing Summer 2026

Asia Pacific High performer Audio Editing Summer 2026

India High performer Audio Editing Summer 2026

21

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Birdeye

Online Reputation Management

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Birdeye

Birdeye is the #1 agentic marketing platform for multi-location brands, trusted by over 200,000 businesses to deliver measurable growth with AI. With Birdeye, brands harness the power of intelligent agents to run marketing, automate engagement, and drive business outcomes at scale. Built specificall

Birdeye is the #1 agentic marketing platform for multi-location brands, trusted by over 200,000 businesses to deliver measurable growth with AI. With Birdeye, brands harness the power of intelligent agents to run marketing, automate engagement, and drive business outcomes at scale. Built specificall

Reviews

4.5/5
"User-Friendly Portal with Smart Automated Responses and Valuable Insights"
-ashley m.
5/5
"Efficient Automation with Room for Growth"
-Adrian A.
5/5
"Birdeye: The Ultimate Reputation Management Platform"
-JR P.

Categories

G2 Awards

Best Customer Service Software Products 2026

Best Global Sellers 2026

Best Healthcare Software Products 2026

Best Marketing & Digital Advertising Software Products 2026

Best AI Software Products 2026

Best Agentic AI Software Products 2026

Best Software Products 2026

Grid Leader Local Marketing Summer 2026

Usability Leader Customer Advocacy Summer 2026

Implementation Leader Experience Management Summer 2026

22

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BrowserStack

Software Testing

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BrowserStack

BrowserStack is the world’s leading cloud-based testing platform, trusted by 50,000+ Dev and QA teams to deliver fast, reliable, and high-quality software. From manual to automated, visual to accessibility testing, BrowserStack brings every layer of the QA process onto a single, integrated platform,

BrowserStack is the world’s leading cloud-based testing platform, trusted by 50,000+ Dev and QA teams to deliver fast, reliable, and high-quality software. From manual to automated, visual to accessibility testing, BrowserStack brings every layer of the QA process onto a single, integrated platform,

Reviews

4.5/5
"Reliable tool for quick multi-device testing"
-Aastha K.
5/5
"Clean UI, Seamless Selenium Integration, and Scalable Cloud Testing"
-Alexis C.
5/5
"Best cloud solution for QA with ability to test on all platforms"
-Vishwanath H.

Categories

G2 Awards

Best Development Software Products 2026

Best India Sellers 2026

Best APAC Products 2026

Best Content Management Software Products 2026

Best AI Software Products 2026

Best Global Sellers 2026

Best Mid-Market Products 2026

Best Enterprise Products 2026

India Leader Load Testing Tools Summer 2026

Grid Leader Load Testing Tools Summer 2026

23

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Qualified

Conversational Marketing

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Qualified

Qualified is the Agentic Marketing platform for B2B companies around the world. Headquartered in San Francisco, Qualified delivers pipeline generation at scale with Piper the AI SDR for thousands of customers like Crunchbase, Demandbase, Greenhouse, Plaid, and Suse. Led by former Salesforce CMO Krai

Qualified is the Agentic Marketing platform for B2B companies around the world. Headquartered in San Francisco, Qualified delivers pipeline generation at scale with Piper the AI SDR for thousands of customers like Crunchbase, Demandbase, Greenhouse, Plaid, and Suse. Led by former Salesforce CMO Krai

Reviews

5/5
"Amazing, Powerful Platform with Outstanding Support"
-Routeware M.
5/5
"Qualified turns our high-intent website traffic into real pipeline"
-Lu E.
5/5
"Powerful tool for faster speed-to-lead & clear ROI tracking"
-Tiffany D.

Categories

G2 Awards

Best Agentic AI Software Products 2026

Best AI Software Products 2026

Best Customer Service Software Products 2026

Relationship Leader Live Chat Summer 2026

Results Leader Online Appointment Scheduling Summer 2026

Relationship Leader Conversational Marketing Summer 2026

Relationship Leader Online Appointment Scheduling Summer 2026

24

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Retell AI

AI Agents For Business Operations

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Retell AI

Retell AI offers an API for creating voice agents with human-like speech capabilities for developer integration.

Retell AI offers an API for creating voice agents with human-like speech capabilities for developer integration.

Reviews

5/5
"Polished UX for Building Autonomous AI Call Agents with Twilio & Telnyx Integrations"
-Rishav K.
5/5
"Solid foundation for building AI voice agent businesses"
5/5
"Call Sandwich Review"

Categories

G2 Awards

Best Fastest Growing Products 2026

Best Agentic AI Software Products 2026

Best AI Software Products 2026

Best Highest Satisfaction Products 2026

Africa High performer AI Sales Assistant Summer 2026

Europe Leader AI Agents For Business Operations Summer 2026

Momentum Leader AI Agents For Business Operations Summer 2026

Grid Leader AI Voice Assistants Summer 2026

EMEA Leader AI Agents For Business Operations Summer 2026

25

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VEED

AI Video Generators

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VEED

Making professional video production simple. VEED offers online video editing, recording, hosting and sharing. Key features include one-click subtitling, translation, noise reduction, cropping, cutting, transitions, custom branding, compression and format conversion. VEED is ideal for teams as it

Making professional video production simple. VEED offers online video editing, recording, hosting and sharing. Key features include one-click subtitling, translation, noise reduction, cropping, cutting, transitions, custom branding, compression and format conversion. VEED is ideal for teams as it

Reviews

5/5
"Great results without the editing headache"
-Tamas B.
5/5
"Effortless Video Editing with Customizable Captions"
-Matthew S.
4/5
"Easy Video Editing with Quick Turnaround"
-Josh K.

Categories

G2 Awards

Best Design Software Products 2026

Best UK Sellers 2026

Best AI Software Products 2026

Best EMEA Sellers 2026

Best Collaboration & Productivity Software Products 2026

Implementation Leader Video Translation Summer 2026

Germany Leader Content Creation Summer 2026

Middle East Leader Video Content Creation Summer 2026

Implementation Leader Screen and Video Capture Summer 2026

26

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Synthflow

AI Agents For Business Operations

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Synthflow

Synthflow is a no-code voice AI platform that enables enterprises to automate high-volume customer calls, from appointment scheduling to support and lead qualification. With 200+ integrations and enterprise-grade security, Synthflow helps organizations scale 24/7 service while reducing costs by up t

Synthflow is a no-code voice AI platform that enables enterprises to automate high-volume customer calls, from appointment scheduling to support and lead qualification. With 200+ integrations and enterprise-grade security, Synthflow helps organizations scale 24/7 service while reducing costs by up t

Reviews

5/5
"Clean, Intuitive UI That Streamlined Our Workflows Fast"
-Usman J.
5/5
"Effortless AI Voice Agents for Scalable Phone-Based Customer Interactions"
-Jose Manuel G.
5/5
"Helps me solve problems for other companies. AI is the future. Synthflow is the future."
-baran g.

Categories

G2 Awards

Best Fastest Growing Products 2026

Best Agentic AI Software Products 2026

Best Highest Satisfaction Products 2026

Best AI Software Products 2026

Grid Leader AI Voice Assistants Summer 2026

Momentum Leader AI Sales Assistant Summer 2026

Asia Pacific Leader AI Agents For Business Operations Summer 2026

Asia Leader AI Agents For Business Operations Summer 2026

Europe High performer AI Agents For Business Operations Summer 2026

27

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Jotform AI Agents

AI Customer Support Agents

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Jotform AI Agents

Jotform AI Agents are the future of customer service. They are powerful automated customer service tools that provide real-time assistance to users. Use your own AI Agent to streamline support operations, enhance user engagement, and improve response times. Train and customize AI Agents to answer FA

Jotform AI Agents are the future of customer service. They are powerful automated customer service tools that provide real-time assistance to users. Use your own AI Agent to streamline support operations, enhance user engagement, and improve response times. Train and customize AI Agents to answer FA

Reviews

4.5/5
"Ease of Use with Integration Challenges"
-Kauã S.
5/5
"Jotform AI Agents Make Forms Effortless with Intuitive, Customisable Setup"
-David F.
4/5
"Fast, No-Code AI Chatbots with Handy Integrations for Real Business Use"
-mohamed s.

Categories

G2 Awards

Best Agentic AI Software Products 2026

Best Global Sellers 2026

Best AI Software Products 2026

Best Customer Service Software Products 2026

Relationship Leader Chatbots Summer 2026

Momentum Leader Chatbots Summer 2026

Relationship Leader AI Voice Assistants Summer 2026

Implementation Leader AI Agents For Business Operations Summer 2026

Relationship Leader Customer Service Automation Summer 2026

28

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Tidio

Help Desk

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Tidio

Tidio is an all-in-one AI customer support platform that includes help desk issue tracking, live chat, chatbot automation (Flows), and an AI customer service agent (Lyro). The platform allows businesses to manage all customer communication from a single dashboard, including email and social media ch

Tidio is an all-in-one AI customer support platform that includes help desk issue tracking, live chat, chatbot automation (Flows), and an AI customer service agent (Lyro). The platform allows businesses to manage all customer communication from a single dashboard, including email and social media ch

Reviews

5/5
"Easy setup, Lyro AI, and custom flows make Tidio great for customer support"
-Akarsh B.
4/5
"Helpful tool, but still has room for improvement"
-Mateusz N.
4/5
"Reliable, Easy-to-Use Live Chat for Event Marketing Teams"
-Tom P.

Categories

G2 Awards

Best Agentic AI Software Products 2026

Best AI Software Products 2026

Best Customer Service Software Products 2026

Italy Leader Live Chat Summer 2026

United Kingdom Leader Live Chat Summer 2026

Usability Leader AI Customer Support Agents Summer 2026

Implementation Leader AI Customer Support Agents Summer 2026

Europe Leader Live Chat Summer 2026

29

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Creatify AI

AI Video Generators

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Creatify AI

Create, test, and scale AI ads that win — lower CPA, higher ROAS. Creatify is the leading AI-powered platform for video ad creation, trusted by over a million marketers and 10,000+ teams worldwide. We automate the entire video ad lifecycle — from inspiration and production to testing and optimizatio

Create, test, and scale AI ads that win — lower CPA, higher ROAS. Creatify is the leading AI-powered platform for video ad creation, trusted by over a million marketers and 10,000+ teams worldwide. We automate the entire video ad lifecycle — from inspiration and production to testing and optimizatio

Reviews

5/5
"Stellar Logo Reproduction with Creatify AI"
-Fit T.
5/5
"Outstanding Video Quality"
-Sharon G.
5/5
"Solid tool for creating ad creatives"
-Ahad P.

Categories

G2 Awards

Best AI Software Products 2026

Best Design Software Products 2026

Implementation Leader AI Avatar Generators Summer 2026

Results Leader Text to Speech Summer 2026

Usability Leader Text to Speech Summer 2026

Results Leader Video Content Creation Summer 2026

30

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Coram AI

Video Surveillance

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Coram AI

Coram AI is the modern AI-native physical security platform that combines video security, access control, and emergency management in one seamless solution. Unlike legacy systems, Coram works with any IP camera and is built as an open platform, making it fast to deploy, cost-effective, and highly fl

Coram AI is the modern AI-native physical security platform that combines video security, access control, and emergency management in one seamless solution. Unlike legacy systems, Coram works with any IP camera and is built as an open platform, making it fast to deploy, cost-effective, and highly fl

Reviews

5/5
"High-End AI at a Lower Cost, with Easy Setup and Responsive Support"
-Steven H.
5/5
"Hospitality With Coram AI"
-Casey D.
4.5/5
"Straightforward UI, ONVIF Flexibility, and AI Firearm Detection That Delivers"
-Jack L.

Categories

G2 Awards

Best AI Software Products 2026

Best Fastest Growing Products 2026

Relationship Leader Video Surveillance Summer 2026

Results Leader Video Surveillance Summer 2026

Usability Leader Physical Security Summer 2026

31

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SAS Viya

Analytics Platforms

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SAS Viya

As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to

As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to

Reviews

4.5/5
"SAS Viya is powerful and versatile, but challenging for beginners"
-Arthur Diego P.
4.5/5
"Powerful & Transforming Data into Decisions—Effortlessly and Intelligently."
-Venkatesh D.
5/5
"SAS Viya is a Powerful Analytics"
-Deependra G.

Categories

G2 Awards

Best Analytics Software Products 2026

Best IT Infrastructure Software Products 2026

Best AI Software Products 2026

Asia Pacific Leader Statistical Analysis Summer 2026

Asia Leader Statistical Analysis Summer 2026

EMEA Leader Statistical Analysis Summer 2026

Grid Leader Decision Management Platforms Summer 2026

Europe Leader Statistical Analysis Summer 2026

32

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Microsoft Teams

Video Conferencing

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Microsoft Teams

Microsoft Teams is a comprehensive collaboration platform developed by Microsoft, designed to streamline communication and teamwork within organizations. It integrates chat, video conferencing, file storage, and application integration into a single interface, facilitating seamless collaboration acr

Microsoft Teams is a comprehensive collaboration platform developed by Microsoft, designed to streamline communication and teamwork within organizations. It integrates chat, video conferencing, file storage, and application integration into a single interface, facilitating seamless collaboration acr

Reviews

4.5/5
"Reliable collaboration platform for communication and teamwork"
-Dharamveer p.
4.5/5
"A Powerful Tool for Communication, Meetings, and Audits"
-Rene Alejandro G.
4/5
"All in one place, but with room to improve"
-Juan giraldo O.

Categories

G2 Awards

Best Global Sellers 2026

Best Collaboration & Productivity Software Products 2026

Best Software Products 2026

Best Enterprise Products 2026

Best Highest Satisfaction Products 2026

Best Small Business Products 2026

Best Mid-Market Products 2026

Best AI Software Products 2026

Grid Leader Business Instant Messaging Summer 2026

Grid Leader AI Note-Taking Software Summer 2026

33

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Rhombus

Physical Security

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Rhombus

Rhombus provides cloud managed security cameras and IoT sensors for the enterprise that are intelligent, accessible anywhere, and don’t require complicated hardware like NVR’s or servers. Everything is plug and play where setting up a new device just takes a matter of minutes. The platform leverages

Rhombus provides cloud managed security cameras and IoT sensors for the enterprise that are intelligent, accessible anywhere, and don’t require complicated hardware like NVR’s or servers. Everything is plug and play where setting up a new device just takes a matter of minutes. The platform leverages

Reviews

4.5/5
"Happy Customer"
-Glenn D.
5/5
"Best in its class"
-lagin A.
5/5
"Comprehensive Security with Competitive Pricing"
-Kyle S.

Categories

G2 Awards

Best AI Software Products 2026

Grid Leader Video Surveillance Summer 2026

Grid Leader Physical Security Summer 2026

Grid High performer Physical Security Summer 2026

Momentum Leader Video Surveillance Summer 2026

34

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Profound

Answer Engine Optimization (AEO)

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Profound

Ensure positive and accurate representation of your brand on LLMs. Our system analyzes the cited sources of AI search to identify where and how your brand can enter the conversation in a natural way. Brands use our suggestions to inform their Marketing, PR, Content and Social strategies.

Ensure positive and accurate representation of your brand on LLMs. Our system analyzes the cited sources of AI search to identify where and how your brand can enter the conversation in a natural way. Brands use our suggestions to inform their Marketing, PR, Content and Social strategies.

Reviews

4/5
"Easy AI Search Visibility Tracking with Deep-Dive Answer Records"
-Haley T.
5/5
"Essential AEO Tool with Easy Setup"
-Kevan L.
5/5
"Actionable AI Search Visibility Insights with Powerful Competitor Analysis"
-Ben N.

Categories

G2 Awards

Best AI Software Products 2026

Results Leader Answer Engine Optimization (AEO) Summer 2026

Usability Leader Answer Engine Optimization (AEO) Summer 2026

Relationship Leader Answer Engine Optimization (AEO) Summer 2026

Implementation Leader Answer Engine Optimization (AEO) Summer 2026

Grid Leader Answer Engine Optimization (AEO) Summer 2026

EMEA Leader Answer Engine Optimization (AEO) Summer 2026

35

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Gemini

Large Language Models (LLMs)

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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, e

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, e

Reviews

4/5
"Helpful AI Assistant for Daily Productivity and Research"
-Balram T.
5/5
"A smart and efficient AI assistant for everyday tasks"
-Matta L.
4.5/5
"A Great AI Assistant for Daily Use and Creative Writing"
-Suman S.

Categories

G2 Awards

Best Global Sellers 2026

Best AI Software Products 2026

India Leader AI Image Generators Summer 2026

India Leader AI Coding Assistants Summer 2026

Asia Pacific Leader AI Code Generation Summer 2026

India Leader AI Chatbots Summer 2026

Asia Leader AI Chatbots Summer 2026

Asia Pacific Leader AI Chatbots Summer 2026

Asia Leader AI Code Generation Summer 2026

36

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AssemblyAI - Speech to Text API

Voice Recognition

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AssemblyAI - Speech to Text API

We're a team of engineers and researchers, and we're working to give developers and global companies an alternative to big tech companies when it comes to advanced AI solutions.

We're a team of engineers and researchers, and we're working to give developers and global companies an alternative to big tech companies when it comes to advanced AI solutions.

Reviews

5/5
"Effortless Integration, Boosted Sales Performance"
-Vansh .
4.5/5
"High-Accuracy, Developer-Friendly Speech-to-Text That Speeds Up Our Workflow"
-Yogendra N.
5/5
"Works Well for Audio Transcription, Content Review, and Content Preparation"
-Ishan S.

Categories

G2 Awards

Best AI Software Products 2026

Relationship Leader Voice Recognition Summer 2026

Grid Leader Voice Recognition Summer 2026

EMEA High performer Voice Recognition Summer 2026

Europe High performer Voice Recognition Summer 2026

Momentum Leader Voice Recognition Summer 2026

EMEA High performer Voice Recognition Spring 2026

Relationship Leader Voice Recognition Spring 2026

37

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Amazon Q Developer

AI Coding Assistants

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Amazon Q Developer

Amazon Q Developer is a generative AI-powered assistant designed to enhance the entire software development lifecycle. It integrates seamlessly into various development environments, offering real-time code suggestions, automating routine tasks, and providing expert guidance on AWS services. By leve

Amazon Q Developer is a generative AI-powered assistant designed to enhance the entire software development lifecycle. It integrates seamlessly into various development environments, offering real-time code suggestions, automating routine tasks, and providing expert guidance on AWS services. By leve

Reviews

4/5
"Easy-to-Understand Code Guidance That Boosts Confidence"
-Jay C.
4.5/5
"Essential AI Tool for Backend Development"
-Rehmat A.
4.5/5
"Ideal for Cloud-Native Teams, Boosts Productivity"
-VIVEK S.

Categories

G2 Awards

Best AI Software Products 2026

Grid Leader AI Coding Assistants Summer 2026

Grid Leader AI Coding Assistants Spring 2026

38

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Atria AI

Emerging AI Software

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Atria AI

Atria AI is an advanced platform designed to revolutionize the advertising workflow for marketing teams and creative professionals. By integrating artificial intelligence, Atria streamlines the processes of ad research, creation, and performance analysis, enabling users to produce high-performing ad

Atria AI is an advanced platform designed to revolutionize the advertising workflow for marketing teams and creative professionals. By integrating artificial intelligence, Atria streamlines the processes of ad research, creation, and performance analysis, enabling users to produce high-performing ad

Reviews

5/5
"A huge unlock for scaling creatives"
-Richie K.
5/5
"Game-changer for ad creation - saves tons of time and sparks creativity"
-Patrick C.
5/5
"Takes all guesswork out of making high-performing ads"
-Gaurav V.

Categories

G2 Awards

Rookies of the Year 2026

Best AI Software Products 2026

39

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Lovable

AI App Builder

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Lovable

Lovable lets you chat to build real websites & web apps, and collaborate on interactive prototypes.

Lovable lets you chat to build real websites & web apps, and collaborate on interactive prototypes.

Reviews

5/5
"From Idea to Live Brand With Lovable"
-Ephrem S.
4.5/5
"Fast AI Prototyping Tool for Building and Testing App Workflows"
-Yardan S.
5/5
"Accelerates Web Development with Seamless Integration"
-Kaavish H.

Categories

G2 Awards

Best AI Software Products 2026

Implementation Leader AI App Builder Summer 2026

Grid Leader AI App Builder Summer 2026

Results Leader AI App Builder Summer 2026

Usability Leader AI App Builder Summer 2026

Relationship Leader AI App Builder Summer 2026

Grid Leader AI App Builder Spring 2026

Relationship Leader AI App Builder Spring 2026

40

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AI Studios

AI Video Generators

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AI Studios

No More Actors. Just AI Studios. You no longer need real-life studios set up with cameras, microphones, and actors to create content. All you need is a computer and DeepBrain AI Studios. Experience the easiest way to create videos. Create your media with DeepBrain AI Studios, a revolutionary video

No More Actors. Just AI Studios. You no longer need real-life studios set up with cameras, microphones, and actors to create content. All you need is a computer and DeepBrain AI Studios. Experience the easiest way to create videos. Create your media with DeepBrain AI Studios, a revolutionary video

Reviews

5/5
"Knowledge based Tranperancy"
-Raju P.
4/5
"AI Studio Made It Easy to Experiment and Build My Ideal Resume"
-Sahin A.
5/5
"AI Studios Makes Video Creation Fast, Simple, and Realistic"
-Jojo p.

Categories

G2 Awards

Best AI Software Products 2026

Africa High performer Video Editing Summer 2026

Africa High performer Presentation Summer 2026

Asia High performer AI Video Generators Summer 2026

Middle East & Africa High performer Video Editing Summer 2026

Momentum Leader Text to Speech Summer 2026

Asia Pacific High performer AI Video Generators Summer 2026

41

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Krisp

AI Meeting Assistants

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Krisp

Krisp delivers real-time Voice AI technology that improves digital conversations across meetings, contact centers, and embedded applications. The platform combines noise and echo removal, background voice cancellation, accent conversion, live voice translation, transcription, meeting summarization,

Krisp delivers real-time Voice AI technology that improves digital conversations across meetings, contact centers, and embedded applications. The platform combines noise and echo removal, background voice cancellation, accent conversion, live voice translation, transcription, meeting summarization,

Reviews

5/5
"Noise Cancelling allows me to Interprete seamlessly"
-Larissa D.
5/5
"Exceptional Noise Reduction for Clear Communication"
-Diego F.
4.5/5
"Krisp Keeps My Calls Crystal Clear—Even with Barking Dogs Nearby"
-Carlos Andres L.

Categories

G2 Awards

Best Collaboration & Productivity Software Products 2026

Best AI Software Products 2026

Results Leader Voice Recognition Summer 2026

Usability Leader Voice Recognition Summer 2026

Grid High performer Voice Recognition Summer 2026

Southeast Asia Leader AI Meeting Assistants Summer 2026

Europe High performer AI Note-Taking Software Summer 2026

Latin America High performer AI Note-Taking Software Summer 2026

42

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Zapier

iPaaS

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Zapier

Zapier enables you to automate tasks between other online services (services like Salesforce, Basecamp, and Gmail). Connect hundreds of best-in-breed SaaS apps.

Zapier enables you to automate tasks between other online services (services like Salesforce, Basecamp, and Gmail). Connect hundreds of best-in-breed SaaS apps.

Reviews

4.5/5
"Zapier Eliminates Repetitive Work with Powerful Integrations"
-Abhishan M.
4/5
"Easy to Use with a Huge Range of Integrations"
-Richard D.
5/5
"Zapier Makes No-Code Automation a Huge Time Saver"
-Mark D.

Categories

G2 Awards

Best IT Infrastructure Software Products 2026

Best Global Sellers 2026

Best Collaboration & Productivity Software Products 2026

Best Agentic AI Software Products 2026

Best AI Software Products 2026

Best Development Software Products 2026

Grid Leader API Marketplace Summer 2026

Grid Leader iPaaS Summer 2026

Grid Leader Productivity Bots Summer 2026

43

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SuperAnnotate

Data Labeling

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SuperAnnotate

SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data.

SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data.

Reviews

5/5
"Clean data, friction-free workflows."
-Kevin O.
5/5
"Efficient Annotation Made Easy with Strong Collaboration Tools"
-ابتسام .
4/5
"Streamlines Annotation with an Easy Setup and Strong Support"
-Nada A.

Categories

G2 Awards

Best AI Software Products 2026

Usability Leader Data Labeling Summer 2026

Relationship Leader Data Labeling Summer 2026

Relationship Leader Large Language Model Operationalization (LLMOps) Summer 2026

Results Leader Data Labeling Summer 2026

EMEA Leader Data Labeling Summer 2026

Momentum Leader Large Language Model Operationalization (LLMOps) Summer 2026

44

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Apollo.io

Sales Intelligence

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Apollo.io

Apollo is an all-in-one sales intelligence platform with tools to help you prospect, engage, and drive more revenue. Sellers and marketers use Apollo to discover more customers in market, connect with contacts, and establish a modern go-to-market strategy. Apollo's B2B Database includes over 210M co

Apollo is an all-in-one sales intelligence platform with tools to help you prospect, engage, and drive more revenue. Sellers and marketers use Apollo to discover more customers in market, connect with contacts, and establish a modern go-to-market strategy. Apollo's B2B Database includes over 210M co

Reviews

4.5/5
"One Platform for Prospecting, Outreach, and Pipeline Growth"
-Satya R.
4/5
"Powerhouse Lead Generation with Deep Filtering and Reliable Automation"
-Al W.
5/5
"Best value B2B prospecting tool on the market today"
-Praveen K.

Categories

G2 Awards

Best Global Sellers 2026

Best Sales Software Products 2026

Best Marketing & Digital Advertising Software Products 2026

Best Collaboration & Productivity Software Products 2026

Best AI Software Products 2026

Results Leader Lead Scoring Summer 2026

Latin America Leader Sales Intelligence Summer 2026

Middle East & Africa Leader Sales Intelligence Summer 2026

Europe Leader Sales Intelligence Summer 2026

Implementation Leader Account Data Management Summer 2026

45

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Verkada

Physical Security

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Verkada

Verkada’s IoT platform combines plug-and-play security cameras with intelligent, cloud-based software — all in a scalable, user-friendly system. Hundreds of organizations use Verkada to protect people and assets, secure facilities, and gain new insights that improve the efficiency of their operation

Verkada’s IoT platform combines plug-and-play security cameras with intelligent, cloud-based software — all in a scalable, user-friendly system. Hundreds of organizations use Verkada to protect people and assets, secure facilities, and gain new insights that improve the efficiency of their operation

Reviews

5/5
"Effortless Building Access, Needs Backup Solution"
-Adam T.
4.5/5
"Excellent Video Quality and Environmental Monitoring"
-Verified User
4/5
"Flexible Platform with Intuitive Controls for Easy Administration"
-Mark B.

Categories

G2 Awards

Best AI Software Products 2026

Grid Leader Physical Security Summer 2026

Momentum Leader Video Surveillance Summer 2026

Momentum Leader Physical Security Summer 2026

Grid Leader Video Surveillance Summer 2026

Results Leader Video Surveillance Summer 2026

Implementation Leader Video Surveillance Summer 2026

46

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Anaconda Core

Data Science and Machine Learning Platforms

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Anaconda Core

The Anaconda Core is a unified platform for organizations looking to securely leverage open source for AI development. As the only comprehensive platform that combines trusted distribution, simplified workflows, real-time insights, and governance controls, the Anaconda Core helps organizations boost

The Anaconda Core is a unified platform for organizations looking to securely leverage open source for AI development. As the only comprehensive platform that combines trusted distribution, simplified workflows, real-time insights, and governance controls, the Anaconda Core helps organizations boost

Reviews

4/5
"Great for Learning, Needs a Friendlier Interface"
-Firdavs S.
5/5
"A Time-Saving Platform for Data Science and AI"
-pravallika .
4.5/5
"All-in-One Toolkit for Data Science Workflows"
-Melissa F.

Categories

G2 Awards

Best AI Software Products 2026

EMEA Leader Data Science and Machine Learning Platforms Summer 2026

Asia Pacific Leader Data Science and Machine Learning Platforms Summer 2026

Europe Leader Data Science and Machine Learning Platforms Summer 2026

Asia Leader Data Science and Machine Learning Platforms Summer 2026

Grid Leader Data Science and Machine Learning Platforms Summer 2026

Momentum Leader Data Science and Machine Learning Platforms Summer 2026

Asia Pacific High performer Data Science and Machine Learning Platforms Summer 2026

47

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Microsoft Copilot

AI Writing Assistant

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Microsoft Copilot

Microsoft Copilot is an advanced AI-powered assistant designed to enhance productivity and streamline workflows across various Microsoft applications. By integrating seamlessly with tools like Word, Excel, PowerPoint, and Teams, Copilot offers intelligent suggestions, automates repetitive tasks, and

Microsoft Copilot is an advanced AI-powered assistant designed to enhance productivity and streamline workflows across various Microsoft applications. By integrating seamlessly with tools like Word, Excel, PowerPoint, and Teams, Copilot offers intelligent suggestions, automates repetitive tasks, and

Reviews

4.5/5
"Powerful AI Integration Across Microsoft 365 with Flexible Agents"
-Robert Z.
4.5/5
"Seamless Microsoft App Integration That Supercharges Productivity"
-Ajay K.
5/5
"Microsoft Copilot’s Contextual Integration Makes Daily Workflows Effortless"
-Abhishek G.

Categories

G2 Awards

Best Global Sellers 2026

Best Enterprise Products 2026

Best Agentic AI Software Products 2026

Best AI Software Products 2026

Asia Leader AI Agents For Business Operations Summer 2026

Asia Pacific Leader AI Agents For Business Operations Summer 2026

Grid Leader Natural Language Generation (NLG) Summer 2026

Grid Leader Natural Language Processing (NLP) Summer 2026

48

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Deepgram

Voice Recognition

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Deepgram

Deepgram builds artificial intelligence to recognize speech, search for moments, and categorize audio and video.

Deepgram builds artificial intelligence to recognize speech, search for moments, and categorize audio and video.

Reviews

4.5/5
"From Raw Audio to Actionable Insights in Seconds"
-Hitesh J.
5/5
"Accurate Transcriptions with Easy Integration"
-Avni J.
5/5
"Very Good for Transcripts, Summaries, and Content Preparation"
-Ishan S.

Categories

G2 Awards

Best AI Software Products 2026

Momentum Leader Voice Recognition Summer 2026

Grid Leader Voice Recognition Summer 2026

EMEA Leader Voice Recognition Summer 2026

Asia Leader Text to Speech Summer 2026

Relationship Leader Voice Recognition Summer 2026

Asia Pacific Leader Text to Speech Summer 2026

49

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ClickUp

Work Management

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ClickUp

ClickUp is one app to replace them all. It's the future of work. More than just task management - ClickUp offers docs, reminders, goals, calendars, and even an inbox. Fully customizable, ClickUp works for every type of team, so all teams can use the same app to plan, organize, and collaborate.

ClickUp is one app to replace them all. It's the future of work. More than just task management - ClickUp offers docs, reminders, goals, calendars, and even an inbox. Fully customizable, ClickUp works for every type of team, so all teams can use the same app to plan, organize, and collaborate.

Reviews

5/5
"ClickUp Keeps Getting Better: Great Features, Training, and Support"
-Anna N.
4/5
"ClickUp as a QA Hub: Powerful API Automation and Custom Fields for Test Management"
-Rega S.
4.5/5
"Great UI/UX, Seamless Experience, and Strong Google Integrations"
-Francisco G. F.

Categories

G2 Awards

Best Project Management Software Products 2026

Best Global Sellers 2026

Best Agentic AI Software Products 2026

Best Content Management Software Products 2026

Best IT Management Software Products 2026

Best HR Software Products 2026

Best Development Software Products 2026

Best AI Software Products 2026

Best Software Products 2026

Implementation Leader Event Planning Summer 2026

50

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IBM watsonx Code Assistant

AI Coding Assistants

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IBM watsonx Code Assistant

Description: IBM watsonx Code Assistant enables hybrid cloud developers of all experience levels to write code with AI-generated recommendations.

Description: IBM watsonx Code Assistant enables hybrid cloud developers of all experience levels to write code with AI-generated recommendations.

Reviews

4/5
"Boosts Development Efficiency with Intelligent Code Automation"
-Verified User
4/5
"Makes Coding Faster and Less Stressful with Helpful, Time-Saving Suggestions"
-Harsh S.
4.5/5
"Highly Efficient with Quick Setup, Needs Up-to-Date Info"
-Eduardo F.

Categories

G2 Awards

Best AI Software Products 2026

FAQs

What are the G2 Best Software Awards?

G2’s annual Best Software Awards rank the world’s best software companies and products based on authentic, timely reviews from real users and publicly available market presence data.

How are the winners determined?

Dozens of lists are generated based on G2’s verified user reviews and publicly available market presence data. To rank products and vendors across different categories, G2 uses normalized Satisfaction and Market Presence scores.

Scores are first calculated within categories for all products that have received at least 10 reviews in the past year. For functional product lists, individual products need at least 10 reviews in the eligibility period in at least one category in the correlated persona area (e.g., Best Sales Software) to be eligible for that list.

Only reviews submitted between Jan. 1 and Dec. 31 of the preceding calendar year are considered for eligibility and ranking.

Scores are then aggregated and compared based on the scoring criteria for each of the three Best Software lists: Best Software Companies, Best Software Products, and Best Software by Function

Best Software Companies lists

  • The top 100 software companies are ranked based on weighted Satisfaction and Market Presence scores. Specifically, G2 scores Satisfaction within each category and averages those scores across all of a vendor’s products. Market Presence is aggregated and scored relative to all eligible software companies.

  • G2 also releases geographic Best Software Companies lists, which highlight the top companies from the corresponding region or country. A company’s headquarters, according to LinkedIn, is the primary source used to determine a software company’s region. Several additional factors are used as needed, including where the majority of its workforce is located, where the company was founded, and where its executive team resides

Best Software Products lists

  • The top 100 products are ranked based on weighted Satisfaction and Market Presence scores. Specifically, the score for a product is first calculated for each category, and then those category scores are combined to create an overall score for the product. The overall score is then weighted based on the competitiveness of each category. Competitiveness is determined by how many products are competing in each category and how many reviews those products receive.

  • G2 also releases the following supplemental Best Software Products reports:

    • Highest Satisfaction: Ranking is based solely on Satisfaction scores.

    • Fastest Growing Products: Ranking is based on Momentum scores.

    • Segment: Rankings are based on reviews submitted by reviewers from the corresponding market segment.

    • Rookies of the Year: This report includes the top 25 products that were listed on G2 and received their first review during the previous calendar year. To qualify for inclusion, both the product and its corresponding vendor must be newly listed.

Best Software by Function lists

  • For these lists, which focus on the software’s function or persona use case, individual products need at least 10 reviews in the eligibility period in at least one category in the correlated persona area (e.g., Best Sales Software) to be eligible for that list.

  • The top 50 products are ranked based on weighted Satisfaction and Market Presence scores, based on reviews within the corresponding top-level G2 categories. The score for a product is first calculated for the subcategory, and then those category scores are combined to create an overall score for the product. The overall score is then weighted based on the competitiveness of each category and the relevance of each product to the given function or persona.

Read more about the methodology used to calculate G2’s Best Software Awards here.

How does a vendor become eligible for the awards?

To be eligible for one of G2’s Best Software Companies or Products lists, a software product or company must have at least 10 reviews in the prior calendar year. Scores reflect only data from reviews submitted during the evaluation period (Jan. 1 – Dec. 31, 2025).

Can software companies and products win multiple awards?

Yes. A software company and/or product has the potential to be named on multiple lists based on its eligibility and rankings.

How are reviews verified and vetted?

Authenticity and trust are paramount to our approach to review collection, moderation, and publishing. It is our aim to ensure every review is the honest opinion of a real user and their own experience with a product or service. Every review submitted to G2 undergoes rigorous moderation. We verify reviewer identities and use more than 43 data points and consistent guidelines to ensure authenticity. In fact, G2 rejects more than one-third of the reviews submitted for not meeting those guidelines and standards. For more information, view G2’s approach to review validity and learn why G2 joined the Coalition for Trusted Reviews.

Are there any methodology and criteria changes for the Best Software 2026 lists?

Some eligibility requirements have changed for Best Software 2026, including:

  • Product and vendors now need a minimum of 10 reviews from the prior calendar year.

    • In 2025, just one review from the past year was needed, in addition to appearing on a G2 Grid®. Last year’s change was made to expand eligibility for vendors and products on G2 while simplifying the requirements, making it easier to be considered.

    • This year’s change is to maintain that simplicity while prioritizing review recency and volume as a key factor for continued and consistent high performance.

    • However, on the most competitive Best Software lists, winners typically have hundreds or even thousands of reviews.

  • For the Functional Product Lists, a product’s percentage of categories and reviews earned within that functional list will be used as a factor in scoring. This year, we have adjusted the category weighting in our algorithm.

    • We did this to ensure the best possible fit for products on persona lists, based on their categories and reviews.

We also added the following new lists in 2026:

  • New “Best Software By Function” lists:

    • Best Agentic AI Software

    • Best ERP Software Products

How can I promote my Best Software Award recognition if I am named a winner?

All winners will receive an email from G2 providing promotional materials and instructions, including templates and guidelines for:

  • Accessing their Best Software Award badge(s) in my.g2 (for customers only)

  • Promoting their recognition via news announcements

  • Celebrating with social media graphics

How will G2 celebrate the winners?

G2 will celebrate award winners through a series of promotions, including news announcements, social media posts, emails, website banners, and more. While some winners will be featured on billboards in New York City, this is limited to select top winners pre-determined by G2.

How are the Best Software Awards different from G2’s Quarterly Reports?

Key differences between G2’s Best Software Awards and Market Reports include:

  • Best Software consists of annual award lists that can be accessed without a login; whereas, Seasonal Market Reports are quarterly, detailed reports that only can be viewed by logging into my.g2.

  • There are also differences in eligibility criteria and the depth and breadth of the product and vendor recognition.

  • Learn more here.