Researched and Edited by Rajat Gupta
Last updated: June 19, 2026 · How we review
Text Analysis Software overview
Spotsaas tracks 29 products in Text Analysis Software, ranked by SpotScore — a blend of feature coverage, verified review ratings, and value. 6 let you start on a free trial, and 8 keep a free plan you can stay on. Most buyers here are Data analysts in market research agencies analyzing consumer language patterns.
- 29
- products listed
- 6
- offer a free trial
- 8
- have a free plan
- 15
- priced per subscription
- 26
- quote on request
Editor's Summary · Text Analysis Software
This category has thin data, so weigh both entries carefully. Relative Insight leads at 4.8/5, though from just 7 reviews, with comparative language analysis at its core. Ascribe Coder is the only other rated option at 4.0/5 on a single review, focused on coding open-ended survey responses. Both run on quote-based pricing.
Text analysis software extracts themes, sentiment, and structure from open-text data like reviews, surveys, and transcripts. Buyers are market researchers and insights teams at agencies and brands turning unstructured feedback into findings.
Quick picks for Text Analysis Software
- Best overall — Relative Insight
- Best for survey response coding — Ascribe Coder
Who gets the most from Text Analysis Software
- 1Data analysts in market research agencies analyzing consumer language patterns
- 2Customer support managers automating ticket categorization and sentiment analysis
- 3Marketing strategists managing brand reputation through social media and content analysis
How to choose Text Analysis Software
If you need rapid text automation for customer feedback, filter by platforms offering AI-powered annotation and integration with support tools like Zendesk. For deep language comparison and market insights, sort by user rating and filter for solutions with advanced AI language models.
Showing 0-0 out of 29

SurveySensum AI text analytics software
Revolutionize Feedback Analysis with SurveySensum’s AI-Powered Text Analytics
Best for: SMB teams · Mid-market · Enterprise
Add to compare
Watch Demo
What is SurveySensum AI text analytics software?
SurveySensum offers a cutting-edge AI-enabled Text Analytics Software that empowers businesses to transform 10,000+ VOC feedback into actionable insights within minutes. Trusted by over 500 companies across 40+ countries, this platform eliminates manual tagging by automatically detecting key ...
Read more about SurveySensum AI text analytics software
TISANE API
Empowering safe and respectful online communities.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is TISANE API?
TISANE API is a natural language understanding API used by online communities, law enforcement agencies, and regtech companies for content moderation and abusive language detection. It supports nearly 30 languages and can detect hate speech, criminal content, and misspelled or obscured harmful ...
Read more about TISANE APIStarts from $99.00/month when Billed Yearly, also offers free forever plan
Spotsaas Ads
Want your product up here? Put it in front of buyers the moment they're comparing your category.

Enago Reports
Streamline Writing with Superior Language Quality.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Enago Reports?
Enago Reports is your go-to solution for achieving top-notch writing standards. With an array of features, this service streamlines the writing and proofreading process, ensuring precision and adherence to guidelines. By utilizing Enago Reports, users can expect impeccable language quality in ...
Read more about Enago Reports
- Matched in minutes, not days
- Matched to your business
- Trusted by 2M+ software buyers every year
Step 1 of 4
How big is your team?
We tailor recommendations to companies your size.

ResuMetrics
Streamline your recruitment process with AI-powered resume analytics.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is ResuMetrics?
ResuMetrics is an AI-powered resume analytics tool that extracts structured data from resumes, anonymizes candidate information, and scores applicants based on configurable keyword and scoring rules. Recruiters can adjust sensitivity settings and search queries to rank candidates without ...
Read more about ResuMetricsResuMetrics offers custom pricing plan

CulturePulse
Empower your marketing strategies with predictive analytics.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is CulturePulse?
CulturePulse is a marketing intelligence platform that combines social media data with internal organizational data to identify consumer trends and audience segments. Its predictive analytics tools help marketing teams build targeted campaigns and test messaging against specific audience ...
Read more about CulturePulseStarts from $42.83/month when Billed Yearly, also offers free forever plan

Moderation API
Streamlining content moderation for business growth.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Moderation API?
Moderation API is an AI-powered text moderation service that automates content analysis for businesses managing user-generated content. It processes text to flag inappropriate material while maintaining configurable accuracy and privacy standards for professional teams.
Read more about Moderation APIModeration API offers custom pricing plan

GPTKit
Unleashing the future of text detection technology.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is GPTKit?
GPTKit is an AI text detection tool that uses a multi-model approach combining natural language processing and computational linguistics to classify text as human-written or AI-generated. It helps teams verify content authenticity and maintain data quality in text analysis workflows.
Read more about GPTKitGPTKit offers custom pricing plan

Lettria
Unlock insights, streamline operations, drive success with NLP technology.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Lettria?
Lettria revolutionizes text data processing for professionals, setting a new standard with cutting-edge NLP services. Offering unparalleled accuracy and efficiency, Lettria empowers businesses at every stage of their data journey. By harnessing advanced deep learning models and natural language ...
Read more about LettriaLettria offers custom pricing plan

Add to compare
What is Relative Insight?
Discover Relative Insight, the cutting-edge platform that revolutionizes language comparison analysis for brands and agencies. Say goodbye to the complexities of deciphering language data as Relative Insight simplifies the process for you. By leveraging its innovative comparison layer, this ...
Read more about Relative InsightRelative Insight offers custom pricing plan

Kimola Cognitive
Uncover hidden insights, elevate your success through data analysis.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Kimola Cognitive?
Kimola Cognitive is a machine learning platform for text analytics that extracts entity mentions from consumer reviews, identifying references to organizations, celebrities, locations, health conditions, and demographic categories. Users upload review data in Excel format via drag-and-drop, and ...
Read more about Kimola Cognitive
Quilt.ai
Empower your organization with automated data insights.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Quilt.ai?
Quilt.ai is a consumer insights platform that uses machine learning to analyze internet data and identify cultural trends and behavioral patterns at scale. Its Sphere tool surfaces insights for ad campaigns, product positioning, and content strategy, and can generate draft copy for ads, ...
Read more about Quilt.aiQuilt.ai offers custom pricing plan
Quantexa
Unlocking contextual insights for smarter decisions.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Quantexa?
Quantexa offers a seamless solution for Decision Intelligence, simplifying the process of connecting data points to generate contextual insights through entity graphs infused with essential intelligence. By leveraging context-driven analytics, Quantexa enables organizations to seamlessly ...
Read more about QuantexaQuantexa offers custom pricing plan

NaturalText
Revolutionize your data analysis with powerful AI-driven insights.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is NaturalText?
Introducing NaturalText - the ultimate solution for effortlessly managing text data in just minutes. With a powerful AI engine at its core, NaturalText revolutionizes the process of extracting valuable and actionable insights from your text data, empowering better decision-making like never ...
Read more about NaturalTextNaturalText offers custom pricing plan

Add to compare
What is Luminoso Daylight?
Luminoso Daylight is a cloud-based AI text analytics platform that performs sentiment analysis across multiple languages. It analyzes text feedback and numeric ratings in mixed datasets to surface key themes and connections within the data. The platform handles Natural Language Understanding ...
Read more about Luminoso DaylightLuminoso Daylight offers custom pricing plan
Indico Data
Automate workflows, drive value, unleash data potential.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Indico Data?
Empower your business with Indico Data, the ultimate solution for streamlining workflows through the power of Intelligent Process Automation (IPA). Unlock the potential of your data and drive increased value across your organization with this cutting-edge platform. Indico Data is your go-to ...
Read more about Indico DataIndico Data offers custom pricing plan

Ascribe CX Inspector
Uncover hidden insights with effortless text analytics.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Ascribe CX Inspector?
Introducing Ascribe CX Inspector, a cutting-edge text analytics platform that revolutionizes the way large datasets with open-ended comments are analyzed. Our solution simplifies text analytics, empowering businesses to derive valuable insights effortlessly. With a focus on making text ...
Read more about Ascribe CX InspectorAscribe CX Inspector offers custom pricing plan

Ascribe Coder
Revolutionize coding management with precision and automation.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Ascribe Coder?
Introducing Ascribe Coder, an innovative Verbatim Analytics Platform designed to revolutionize the way coding management is handled. In a league of its own, Ascribe Coder is a cutting-edge web-based system that goes beyond simply increasing operational productivity. This advanced AI-powered ...
Read more about Ascribe CoderAscribe Coder offers custom pricing plan

Acodis
Transforming documents into actionable data with ease.
Best for: SMB teams · Mid-market · Enterprise
Add to compare
What is Acodis?
Acodis is a document processing platform that extracts structured data from unstructured documents like invoices, contracts, and reports. Users can build automated end-to-end document workflows in a few clicks without manual data entry. It integrates with platforms including UiPath and ...
Read more about AcodisAcodis offers custom pricing plan

Add to compare
What is Gorilla AI?
Gorilla AI adds AI-powered sentiment analysis to the Gorilla Terminal research platform, enabling analysis of earnings calls, revenue growth trajectories, and margin statements. It consolidates macroeconomic data including CPI, unemployment, and retail sales into one location, reducing the need ...
Read more about Gorilla AIStarts from $12.41/month when Billed Yearly

Add to compare
What is Lumoa?
Experience Lumoa, the insightful customer experience solution designed to elevate your business. With the tagline "The intelligent customer experience platform," Lumoa goes beyond traditional tools to help you reduce churn and boost revenue effectively. Gain a deep understanding of customer ...
Read more about LumoaLumoa offers custom pricing plan
Related to Text Analysis Software
Looking to replace a Text Analysis Software tool?
Each round-up compares that product against the closest options on features, pricing and user ratings.
Frequently Asked Questions About Text Analysis Software
Stuck on something? We're here to help with all the questions and answers in one place.
The most important Text Analysis Software features to evaluate are Customer Support, Audience Engagement, Dashboard, Workflow Management, Reporting, Mind Map. Most buyers prioritize ease of use, reporting, and integration capabilities when choosing a solution. Look for tools that cover your core workflow before comparing advanced features.
Text Analysis Software pricing varies widely — from free plans to enterprise contracts. 6 products on Spotsaas offer a free plan or trial, including Moderation API, Kimola Cognitive, Ascribe CX Inspector. Paid plans typically start around $10–$50/month per user. Check individual product pages for current pricing.
The top rated Text Analysis Software based on verified user reviews and SpotScore are Relative Insight, InfraNodus, Ascribe Coder. These tools consistently score highest on ease of use, feature depth, and customer support quality. Ratings are updated monthly based on real buyer feedback.
To choose the right Text Analysis Software, start by listing your must-have features — commonly Customer Support, Audience Engagement, Dashboard, Workflow Management, Reporting, Mind Map. Then filter by team size, budget, and integrations you already use. Compare at least 3 options and use free trials to test before committing. Spotsaas lets you compare side-by-side in minutes.
Yes — 6 Text Analysis Software on Spotsaas offer a free plan or free trial. Popular free options include Moderation API, Kimola Cognitive, Ascribe CX Inspector. Free plans typically cover core features for small teams; paid upgrades unlock advanced reporting, integrations, and support.
The best Text Analysis Software for small businesses are affordable, quick to set up, and scale without complexity. Top picks for small teams are SurveySensum AI text analytics software, TISANE API, Enago Reports. Look for tools with per-user pricing, no long-term contracts, and strong onboarding support to minimize ramp-up time.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].





