Top Free Text Analysis Software - Page 3

How Many Text Analysis Software Products Does G2 Track?

Total Products under this Category: 211

Category Stats (Oct 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Caplena (+0.18%) - Among all products in this category, Caplena recorded the largest rating increase compared to last month

Last updated: October 13, 2026

How Does G2 Rank Text Analysis Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 5,400+ Authentic Reviews
  • 211+ 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 Text Analysis Software

G2 Grid® for Text Analysis Software plotting products by satisfaction and market presence

Highlighted products: Google Cloud AutoML Natural Language, Google Cloud Natural Language API, Amazon Comprehend, SAS Viya, Chattermill, Caplena, Birdie, and Canvs.

Underlying data: [Grid® JSON](https://www.g2.com/categories/text-analysis/grids.json?focus%5B%5D=google-cloud-automl-natural-language&focus%5B%5D=google-cloud-natural-language-api&focus%5B%5D=amazon-comprehend&focus%5B%5D=sas-sas-viya&focus%5B%5D=chattermill&focus%5B%5D=caplena&focus%5B%5D=birdie-ai-birdie&focus%5B%5D=canvs-ai-canvs)

StratosIQ

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 every step of the product lifecycle tomorrow.Whether you’re a product manager, entrepreneur, or developer, StratosIQ empowers you to strategize smarter, innovate faster, and make data-driven decisions confidently. With a simple yet powerful interface, StratosIQ leverages cutting-edge AI technologies like machine learning (ML), natural language processing (NLP), and generative AI alongside custom-trained Large Language Models (LLMs) tailored for specific domains to deliver real-time, accurate insights. As of now, its primary focus is on market and product research, but it will soon extend into feature development, requirements generation, test plans, and detailed product specifications—providing a seamless AI-driven experience from idea to execution.

Average Rating: 5.0/5.0

Total Reviews: 4

How Do G2 Users Rate StratosIQ?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind StratosIQ?

Who Uses This Product?

  • Company Size: 50% Large, 25% Small

What Do G2 Reviewers Say About StratosIQ?

AI-generated summary from verified user reviews

Pros
  • Users praise StratosIQ for its efficiency, dramatically speeding up information gathering and project proposal processes.
  • Users value the time-saving capabilities of StratosIQ, enhancing project initiation with quick and accurate information gathering.
  • Users commend StratosIQ for its speed in project initiation, enabling faster information gathering and efficient data processing.
  • Users praise StratosIQ for its high accuracy, enabling efficient information gathering and quick proposal development.
  • Users find StratosIQ to be fast and user-friendly, making data processing efficient and enjoyable.
Cons
  • Users highlight update issues in StratosIQ, as frequent changes can create a disorienting experience for some.

What Are Recent G2 Reviews of StratosIQ?

Displayr

Displayr is an all-in-one analysis and reporting software designed to help market researchers quickly find and share powerful data stories. 1. Quicker project completion. 2. Handle tasks in-house that you'd typically outsource. 3. Simplified generation of engaging, auto-updating reports and dashboards. 4. Enhanced quality control. With Displayr, you have a singular platform for analysis, visualization, reporting, and dashboarding. Whether it's MaxDiff, Conjoint, Market Segmentation, Customer Feedback, Brand Research, or advanced features like auto-updating, interactive dashboards, and cutting-edge machine learning and text coding, Displayr has it all.

Average Rating: 4.2/5.0

Total Reviews: 11

How Do G2 Users Rate Displayr?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Displayr?

  • Seller: Displayr
  • HQ Location: Pyrmont, New South Wales
  • Twitter: @Displayrr
    499 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    92 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 55% Small, 27% Medium

What Are Recent G2 Reviews of Displayr?

What Are G2 Users Discussing About Displayr?

Doctopus

Doctopus is an AI-enhanced tool crafted to help you gain a deeper understanding of your document's content with ease and in almost no time. By uploading documents to Doctopus, you have the unique ability to pose any questions regarding their content. Our advanced AI technology will meticulously analyze the text and deliver comprehensive answers to your inquiries, offering you valuable insights.

Who Is the Company Behind Doctopus?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Feedbck.ai

We analyse communications in your tool stack and deliver qualified discovery items to your backlog… with zero human intervention. Surface actionable opportunities to improve your product or service, easily and automatically.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Feedbck.ai?

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Feedbck.ai?

AI-generated summary from verified user reviews

Pros
  • Users love the automation capabilities of Feedbck.ai, significantly reducing manual tasks and saving valuable team time.
  • Users value the efficient customer support integration that automates feedback processing, significantly saving time for teams.
  • Users value the ease of use of Feedbck.ai, significantly simplifying their feedback management process.
  • Users love the easy integrations of Feedbck.ai, streamlining feedback management and saving valuable time effortlessly.
  • Users love the easy setup, seamlessly integrating with existing tools and saving significant time in feedback management.

What Are Recent G2 Reviews of Feedbck.ai?

Insight7

Insight7 is an AI-powered conversational intelligence stack for customer-facing teams. It automatically analyzes every interaction at scale, delivering 100% call coverage for quality assurance and compliance, AI-driven roleplay coaching that builds real skills without manager time, intelligent voice and chat agents that qualify leads and drive customer outcomes, and candidate screening that replaces subjective interviews with objective, behavioral assessments. Leaders use Insight7 to monitor & improve performance, enforce compliance, accelerate rep development, and hire better, turning every conversation into measurable revenue and people outcomes. Trusted by 500+ businesses, with SOC 2 Type II, HIPAA, and GDPR compliance built in.

Average Rating: 4.7/5.0

Total Reviews: 13

How Do G2 Users Rate Insight7?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.0/10)

Who Is the Company Behind Insight7?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 62% Small, 31% Medium

What Do G2 Reviewers Say About Insight7?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the effective insights generation from Insight7, significantly enhancing research efficiency and clarity.
  • Users find Insight7 easy to use, benefiting from a user-friendly interface that enhances their research efficiency.
  • Users value the time-saving insights that Insight7 provides, enhancing the efficiency of qualitative data analysis significantly.
  • Users value the time-saving capabilities of Insight7, simplifying and accelerating the analysis of qualitative data.
  • Users appreciate the accuracy of Insight7, which enhances quality assurance and provides valuable insights from data analysis.
Cons
  • Users find the limited free outputs restrictive and desire more flexibility for visualizing data trends effectively.
  • Users desire more robust features for data visualization to better identify long-term patterns and trends.
  • Users note accuracy issues in AI analytics, but remain hopeful for future improvements from Insight7's development.
  • Users note limitations in visualization and AI analytics accuracy in Insight7, but see potential for future improvement.
  • Users find the limited free outputs frustrating, as it restricts their ability to fully utilize Insight7.

What Are Recent G2 Reviews of Insight7?

Ipiphany

Ipiphany by Touchpoint Group is a New Zealand–based AI feedback analytics platform that helps organisations understand why customers feel the way they do. Touchpoint Group has over 20 years of experience in enterprise CX and analytics, serving banks, insurers, telcos, and utilities across New Zealand, Australia, the UK, and North America. Ipiphany automatically analyses millions of customer comments from surveys, app reviews, complaints, and other feedback sources. It uses natural-language processing (NLP) and machine-learning models to identify themes, detect sentiment, and rank the root causes behind satisfaction, churn, and app ratings. Teams use Ipiphany to replace manual tagging with instant, explainable insights. The platform highlights key drivers of CX issues, connects every result to verbatim evidence, and allows users to ask questions in plain English - saving weeks of analysis time and helping teams focus on action, not data wrangling.

Who Is the Company Behind Ipiphany?

  • Seller: Ipiphany
  • Year Founded: 2000
  • HQ Location: Parnell, NZ
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Org IQ

Org IQ is the intelligent way to see, understand, and scale using your organization’s most valuable comms asset: email. Built for small to medium-sized businesses and their MSP partners, Org IQ captures every message across your workplace. No gaps, no IT burden. Once connected to Google Workspace, Microsoft 365, or your legacy email archive, Org IQ goes beyond storage to deliver decision-ready intelligence: ✓ Spot hidden signals — detect sentiment shifts, stalled deals, or customer complaints buried in inboxes. ✓ Preserve institutional knowledge — keep contacts, context, and project history safe when employees leave. ✓ Empower HR and leadership — monitor culture and performance trends without overstepping into private correspondence. ✓ Reduce compliance risk — surface PII exposure and share only what’s needed for audits or legal reviews. Org IQ is designed to grow with you, transforming everyday communication into insights for Sales, HR, Legal, Customer Service, and the C-suite. Try it free today. No contracts or commitments. Just clarity, continuity, and powerful analytics at your fingertips. And when you’re ready to lock in, Org IQ offers simple monthly pricing proportionate to your usage, backed by transparent in-app billing. Ready to move from inbox overload to intelligence? Org IQ is ready to get you there.

Average Rating: 5.0/5.0

Total Reviews: 4

How Do G2 Users Rate Org IQ?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Org IQ?

  • Seller: Org IQ
  • Year Founded: 2022
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Small, 25% Medium

What Are Recent G2 Reviews of Org IQ?

Q Research Software by Displayr

Q by Displayr is data analysis and reporting software. It's designed to make survey analysis & reporting faster and easier. It performs all aspects of the analysis and reporting, from data cleaning and coding through to creating tables and advanced analyses. It's also tightly integrated with Displayr and PowerPowerpoint for seamless reporting.

Average Rating: 4.7/5.0

Total Reviews: 33

How Do G2 Users Rate Q Research Software by Displayr?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.0/10)

Who Is the Company Behind Q Research Software by Displayr?

  • Seller: Displayr
  • HQ Location: Pyrmont, New South Wales
  • Twitter: @Displayrr
    499 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    92 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Market Research
  • Company Size: 67% Small, 24% Medium

What Are Recent G2 Reviews of Q Research Software by Displayr?

What Are G2 Users Discussing About Q Research Software by Displayr?

SurveySensum Conversational Analytics

AI Text Analytics Software – Revolutionize Your VOC Analysis Turn 10,000 pieces of customer feedback into actionable insights — in just 5 minutes with 99% accuracy. SurveySensum’s AI-powered Text Analytics Software helps businesses automatically identify customer issues, sentiment, and emerging themes from open-ended feedback across channels like chat, emails, product reviews, social media, and call transcripts. Unlike traditional manual tagging tools, SurveySensum’s AI eliminates repetitive work and delivers high-accuracy, real-time insights — so you can make faster decisions and act on what matters most. The platform also allows you to refine and train the AI model with custom tags for better precision and control. Whether you're running NPS, CSAT, or Voice of Customer (VoC) programs, this tool helps CX, product, and marketing teams uncover key drivers of satisfaction and dissatisfaction — instantly.

Who Is the Company Behind SurveySensum Conversational Analytics?

  • Seller: SurveySensum
  • Year Founded: 2018
  • HQ Location: Jakarta Selatan, DKI Jakarta
  • Twitter: @SurveySensum
    708 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    50 employees on LinkedIn®

teX-ai | Text Analytics Software

teX.ai is a Forbes listed leading Ai-powered SaaS-based text analytics accelerator from Indium Software that uses advanced AI/ML models that help businesses leverage the ‘organization-specific content’ to derive actionable insights. This SaaS based text analytics suite provides insights to enhance customer experience by processing raw text data using NLP, Ai and DL algorithms. It can effectively solve challenges faced by industries Banking, Retail, Ecommerce, Manufacturing, Education, Hospitals (healthcare) and Lifesciences in Text Extraction, Text Summarization, Text Classification, Text Redaction, Sentiment Analysis, and NLP solutions.

Who Is the Company Behind teX-ai | Text Analytics Software?

  • Seller: teX-ai
  • Year Founded: 2020
  • HQ Location: Cupertino, US
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

TrollWall AI

TrollWall AI is an AI comment moderation tool that removes toxic comments and online abuse from social media profiles in real time, so your community team can focus on engagement, not damage control. Toxic comments and online abuse don't just hurt brand perception - on paid campaigns, they suppress click-through and conversion, and in a PR or crisis communication moment, an unmoderated comment section can become the story. TrollWall is an AI-powered moderation app built for social media teams managing high-volume social channels: sports clubs, broadcasters, telecoms, and brands where every comment section shapes how the community sees them. It's content control and narrative control for brands that can't afford to let a thread spiral during a campaign, a match, or a crisis. TrollWall AI gives you the brand protection to step back from constant firefighting - and the clean, safe space to actually show your community you care. Features: - Moderation Agents handle the volume; your team handles the conversations that need a human, and the engagement that grows the community. - AI Reply Assistant. Not every comment needs deleting - some need a response. TrollWall's AI Reply Assistant helps your team engage at the volume social media demands, drafting on-brand replies so your community feels heard, not ignored. - Repeat offenders muting TrollWall AI is trusted by: - sports organizations as AC Sparta Praha, IIHF, - brands like Allianz, O2, Telekom, Porsche, Banca Transilvania, DPD, GroupM - media : Dennik N, Sachsen Media, - public institutions: Czech Army, Czech Police - NGOs: Greenpeace, Auschwitz Museum - presidential campaigns including Petr Pavel (Czech Republic) and Zuzana Čaputová (Slovakia)

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind TrollWall AI?

  • Seller: TrollWall AI
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Prešov, SK
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About TrollWall AI?

AI-generated summary from verified user reviews

Pros
  • Users value the efficient categorization provided by TrollWall AI, streamlining community management and enhancing content quality.
  • Users value the collaboration features of TrollWall AI for streamlining community management and enhancing content creation.
  • Users find TrollWall AI to be a time-saving tool that simplifies community management and enhances relevant discussions.
  • Users find the integrations with TrollWall AI invaluable for efficient community management and meaningful customer interactions.
  • Users find that TrollWall AI is a tremendous time saver, enhancing community management and fostering relevant discussions.
Cons
  • Users find the interface design lacking intuitiveness, though they believe it can be adjusted to over time.

What Are Recent G2 Reviews of TrollWall AI?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024