# Top Free Text Analysis Software - Page 2 ## How Many Text Analysis Software Products Does G2 Track? **Total Products under this Category:** 191 ### Category Stats (Jul 2026) - **Average Rating:** 4.51/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** IBM Watson Natural Language Understanding (+0.26%) - Among all products in this category, IBM Watson Natural Language Understanding recorded the largest rating increase compared to last month _Last updated: July 21, 2026_ ## How Does G2 Rank Text Analysis Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 5,300+ Authentic Reviews - 191+ 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. [ Lumoa ](https://www.g2.com/products/lumoa/reviews) By [Netigate](https://www.g2.com/sellers/netigate) [ 4.4/5(36) ](https://www.g2.com/products/lumoa/reviews) What do users say? Users consistently praise Lumoa for its ease of use and powerful analytics, which help them efficiently analyze customer feedback and gain valuable insights. The intuitive interface and strong custome [ Idiomatic ](https://www.g2.com/products/idiomatic/reviews) By [Idiomatic](https://www.g2.com/sellers/idiomatic) [ 4.6/5(12) ](https://www.g2.com/products/idiomatic/reviews) What do users say? Users consistently praise the intuitive user interface of Idiomatic, which makes data analysis straightforward and efficient. The platform excels at categorizing customer feedback, allowing teams to e [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. [ Learn More ](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) [ Comments Analytics ](https://www.g2.com/products/comments-analytics/reviews) By [Comments Analytics](https://www.g2.com/sellers/comments-analytics) [ 4.8/5(23) ](https://www.g2.com/products/comments-analytics/reviews) What do users say? Users consistently praise the product for its accurate sentiment analysis and user-friendly interface, which facilitate effective feedback interpretation and decision-making. The ability to extract ke Pros and Cons [ Accuracy (1) ](https://www.g2.com/products/comments-analytics/reviews?qs=pros-and-cons) [ Otera Studio ](https://www.g2.com/products/otera-studio/reviews) By [Otera Studio](https://www.g2.com/sellers/otera-studio) [ 4.8/5(5) ](https://www.g2.com/products/otera-studio/reviews) Product Description DeepOpinion Studio is an intelligent process automation platform for text. Our no-code Studio enables enterprise teams to seamlessly automate text-based processes with world-class accuracy in hours. T [ InMoment Experience... ](https://www.g2.com/products/inmoment-experience-improvement-xi-platform/reviews) By [PG Forsta](https://www.g2.com/sellers/pg-forsta) [ 4.7/5(319) ](https://www.g2.com/products/inmoment-experience-improvement-xi-platform/reviews) What do users say? Users consistently praise the platform for its ease of use and intuitive dashboard, which simplifies the process of gathering and analyzing customer feedback. Many appreciate its ability to provide ac [ Cauliflower ](https://www.g2.com/products/cauliflower/reviews) By [Cauliflower](https://www.g2.com/sellers/cauliflower) [ 4.8/5(10) ](https://www.g2.com/products/cauliflower/reviews) What do users say? Users consistently praise the intuitive design and reliable analyses provided by Cauliflower, which significantly streamline the process of text analysis. The software's ability to automatically ident [ Duet ](https://www.g2.com/products/intelus-duet/reviews) By [Intelus](https://www.g2.com/sellers/intelus-10116aaf-f932-412d-b610-72262a05d8cb) [ 4.5/5(2) ](https://www.g2.com/products/intelus-duet/reviews) Product Description The Intelus Duet text intelligence SaaS platform allows developers and data analysts to build AI models that process text streams with either no code or low code effort. Powered by Machine Teaching, p [ Keatext ](https://www.g2.com/products/keatext/reviews) By [Keatext](https://www.g2.com/sellers/keatext) [ 5/5(6) ](https://www.g2.com/products/keatext/reviews) Product Description Keatext — Turn Feedback Into Clear, Actionable Decisions Keatext helps customer experience and employee experience teams turn large volumes of feedback into clear, prioritized actions — instantly. [ Olvy ](https://www.g2.com/products/olvy/reviews) By [Olvy](https://www.g2.com/sellers/olvy) [ 5/5(6) ](https://www.g2.com/products/olvy/reviews) Product Description Olvy is an AI-powered feedback management tool that transforms user feedback into actionable insights for product teams. With deep analysis and real-time communication, Olvy keeps users at the core of [ Bellomy AI Analytics ](https://www.g2.com/products/bellomy-ai-analytics/reviews) By [Bellomy](https://www.g2.com/sellers/bellomy) [ 5/5(1) ](https://www.g2.com/products/bellomy-ai-analytics/reviews) Product Description Bellomy AI Analytics is an innovative tool developed by Bellomy, a leading market research firm recognized for its advanced technology solutions focused on enhancing business insights. Established in [ Greenlight Coverage ](https://www.g2.com/products/greenlight-coverage/reviews) By [Greenlight Coverage](https://www.g2.com/sellers/greenlight-coverage) [ 5/5(1) ](https://www.g2.com/products/greenlight-coverage/reviews) Product Description Greenlight Coverage is an AI-powered script analysis platform built specifically for screenwriters, producers, and storytellers working on film and TV projects. Whether you're polishing a final draft Pros and Cons [ AI Technology (1) ](https://www.g2.com/products/greenlight-coverage/reviews?qs=pros-and-cons) [ NetMiner ](https://www.g2.com/products/netminer/reviews) By [NetMiner](https://www.g2.com/sellers/netminer) [ 4.5/5(1) ](https://www.g2.com/products/netminer/reviews) Product Description NetMiner 5 is an advanced analytics platform developed by CYRAM Inc. that combines graph theory, machine learning, and AI to analyze, visualize, and interpret network and text data. Designed for resea [ PolyAnalyst for Text ](https://www.g2.com/products/polyanalyst-for-text/reviews) By [Megaputer Intelligence](https://www.g2.com/sellers/megaputer-intelligence) [ 4/5(1) ](https://www.g2.com/products/polyanalyst-for-text/reviews) Product Description PolyAnalyst and PolyAnalyst for Text is the leading system for extracting actionable knowledge hidden in piles of free text and structured data. Whatever your data source, challenge, or skill level, P [ Receptiviti ](https://www.g2.com/products/receptiviti/reviews) By [Receptiviti](https://www.g2.com/sellers/receptiviti) [ 5/5(1) ](https://www.g2.com/products/receptiviti/reviews) Product Description Receptiviti provides the only scientifically validated platform that transforms virtually any language data into actionable psychological insights, offering unparalleled measurement of personality, dr Pros and Cons [ Customer Support (1) ](https://www.g2.com/products/receptiviti/reviews?qs=pros-and-cons) [ StratosIQ ](https://www.g2.com/products/stratosiq/reviews) By [StratosIQ](https://www.g2.com/sellers/stratosiq) [ 5/5(4) ](https://www.g2.com/products/stratosiq/reviews) Product Description StratosIQ https://stratosiq.ai/ is your ultimate AI assistant for product development, designed to transform how businesses approach market and product research today, with a roadmap to assist in eve Pros and Cons [ Efficiency (3) ](https://www.g2.com/products/stratosiq/reviews?qs=pros-and-cons)[ Update Issues (1) ](https://www.g2.com/products/stratosiq/reviews?qs=pros-and-cons) [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. 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