# Thematic

> Thematic is the customer intelligence layer for enterprise CX. It turns unstructured customer feedback into reporting teams can stake decisions on and gives AI agents a reliable, traceable foundation to act from.

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## Core Pages

- [Home](https://getthematic.com/): Primary overview of the site.

## Product

- [Platform overview](https://getthematic.com/product): Unifies feedback from 18+ sources, then applies theme and sentiment analysis, impact scoring, reporting and AI agent access.
- [Pricing and plans](https://getthematic.com/product/plan-and-pricing): Foundation plan at $25,000 per year for 25,000 comments and 3 datasets; Enterprise is custom priced on comment volume, dataset count and support level.
- [Tag and theme](https://getthematic.com/product/tag-and-theme): Automatic theme discovery across 100% of feedback, with a human-in-the-loop theme editor, emerging theme detection and quality scoring.
- [Impact analysis](https://getthematic.com/product/business-impact-analysis): Quantifies each theme's statistical impact on NPS, CSAT and CES, with score change tracking over time and segment filtering.
- [Revenue at Risk](https://getthematic.com/product/revenue-at-risk): Ranks themes by estimated dollars at stake, using churn likelihood and customer value measures such as LTV, ARPU or contract value.
- [Agentic Answers](https://getthematic.com/product/agentic-answers): Runs up to 10 investigative steps per plain-language question and cites its sources, covering about 97% of question types.
- [Scoring Agent](https://getthematic.com/product/scoring-agent): Derives NPS, CSAT, CES and custom scores from tickets, chats, reviews and calls instead of survey responses.
- [Conversational analytics](https://getthematic.com/product/conversational-analytics): Analyzes 100% of calls, chats, tickets and emails, producing synthetic NPS, CSAT and effort scores plus predictive actions.
- [Lenses](https://getthematic.com/product/lenses): Tailored views of one shared feedback dataset for support, product, marketing, operations and CX leadership, with permissions and audit trails.
- [Analysis and reporting](https://getthematic.com/product/analyze): Impact analysis on NPS, CSAT and CES, metadata filtering, crosstab heat maps and question answering grounded in the feedback.
- [Workflows](https://getthematic.com/product/workflows): Automated alerts and routing to Slack and email, triggered by spike detection, new themes, keyword matches or sentiment and NPS changes.
- [Connect your data](https://getthematic.com/product/connect): Ingests surveys, contact center data, chat and reviews, with AI-assisted column matching, translation, field validation and PII cleaning.
- [Integrations overview](https://getthematic.com/product/integrations): Connectors for Qualtrics, Zendesk, Salesforce, Trustpilot, Snowflake, BigQuery, Tableau and Power BI, plus API, sFTP and file upload.
- [MCP server](https://getthematic.com/product/mcp-server): Lets Claude, ChatGPT, Gemini and Copilot query themes, waterfall charts and deep dives without sharing data with model providers.
- [Generative AI features](https://getthematic.com/product/generative-ai): Natural language queries, smart summaries and root cause analysis of customer issues.
- [The science behind Thematic](https://getthematic.com/product/science): Self-supervised AI that needs no pre-training, with traceable theme discovery, a theme editor and sentence-level drill-down.
- [Security and compliance](https://getthematic.com/product/security-and-compliance): SOC 2 Type II, GDPR and CCPA compliance, SAML 2.0 SSO, RBAC, encryption, PII redaction, US/EU/Australia hosting, and no training on customer data.

## Solutions

- [Customer experience teams](https://getthematic.com/solutions/customer-experience): Unified channel analysis, impact ranking of themes, Scoring Agent, Workflows, Deep Dive and role-based Lenses.
- [Voice of Customer programs](https://getthematic.com/solutions/voice-of-customer): Channel unification with volume weighting, team-specific Lenses, and linking NPS, CSAT and churn movement to themes.
- [Research and insights teams](https://getthematic.com/solutions/research-and-insights): Taxonomy-free theme discovery, insights traceable to exact customer phrases, Lenses, and BI and MCP distribution.
- [Voice of Employee](https://getthematic.com/solutions/voice-of-employee): Theme detection in open-ended survey responses, department dashboards, and correlation with engagement and turnover intent.
- [Managed reporting service](https://getthematic.com/reporting-service): Recurring CX reports produced for you; Community Health System ran 250 department reports in 3 days, saving over 160 hours.

## Comparisons

- [Thematic vs Medallia](https://getthematic.com/competitors/medallia): Bottom-up theme discovery versus rule-based topic models, plus implementation speed and cost.
- [Thematic vs Qualtrics XM Discover (Clarabridge)](https://getthematic.com/competitors/clarabridge): Automatic theme discovery, days-versus-months setup, usability and pricing.
- [Thematic vs Chattermill](https://getthematic.com/competitors/chattermill): Theme editing control, automated emerging-theme alerts and generative AI Answers.
- [Thematic vs Kapiche](https://getthematic.com/competitors/kapiche): Hierarchical theme taxonomies, Theme Summarizer, and column and support limits.
- [Thematic vs Qualtrics TextIQ](https://getthematic.com/competitors/textiq): Custom taxonomies, traceable results, and Power BI, Tableau and Qualtrics integrations.

## Integrations

- [Qualtrics](https://getthematic.com/integrations/qualtrics): Pipes Qualtrics survey data into Thematic for theme analysis across SMS, voice, social, web and app.
- [Zendesk](https://getthematic.com/integrations/zendesk): Analyzes support tickets, conversations and surveys for themes and emerging issues.
- [Intercom](https://getthematic.com/integrations/intercom): Analyzes chat logs to surface themes and drivers of customer satisfaction.
- [Slack](https://getthematic.com/integrations/slack): Connects Slack channels so product feedback conversations are analyzed for themes and sentiment.
- [SurveyMonkey](https://getthematic.com/integrations/surveymonkey): Finds themes in open-ended survey responses without manual taxonomy setup.
- [Apple App Store](https://getthematic.com/integrations/apple-store): Connects iOS reviews for automatic theme discovery.
- [Power BI](https://getthematic.com/integrations/power-bi): Visualizes Thematic themes and sentiment inside Power BI.
- [Google Sheets](https://getthematic.com/integrations/google-sheets): Connects feedback held in Sheets for theme discovery without building a taxonomy.

## Customers and proof

- [Case studies](https://getthematic.com/case-studies): Customer stories including DoorDash, Atom Bank, Vodafone, Instacart, Atlassian, Watercare, Greyhound and Hopin.
- [Forrester Total Economic Impact study](https://getthematic.com/forrester-total-economic-impact-study): Independent study finding 543% three-year ROI, $1.8M incremental revenue and $1.01M in efficiency gains.
- [Atom Bank](https://getthematic.com/case-studies/atom-bank): Unified feedback from seven channels into a Customer Goodwill Score, with 69% fewer rejected-mortgage calls and 110% customer growth.
- [Community Health System](https://getthematic.com/insights/community-health-systems-actionable-insights): Produced 250 department reports in 3 days, saving over 160 hours and $10,000 per reporting cycle.
- [Mitre 10](https://getthematic.com/insights/humanising-hardware-how-mitre10-made-voice-of-customer-actionable-with-thematic): Analyzed 20,000 comments a month across 84 stores, quantifying stock availability as half an NPS point.
- [DoorDash](https://getthematic.com/insights/doordash-research-fast-and-flexible): Analyzed NPS verbatims and redesigned the menu manager, cutting edit load times from eleven seconds to under three.
- [How DoorDash builds customer understanding](https://getthematic.com/insights/how-doordash-builds-customer-understanding): How DoorDash's research team scales qualitative analysis across channels.
- [Instacart](https://getthematic.com/insights/instacart-and-thematic): Product operations analyzing app review feedback across a marketplace of 10 million consumers, 500,000 shoppers and 40,000+ retailers.
- [Atlassian](https://getthematic.com/insights/how-atlassian-built-a-scalable-data-pipeline): How Atlassian structured feedback ingestion and analysis across products.
- [Vodafone](https://getthematic.com/insights/vodafone-transforming-cx-with-thematic): How Vodafone applied theme analysis to transform its CX program.
- [Watercare](https://getthematic.com/insights/watercare-customer-excellence-with-thematic): How Watercare used feedback themes to lift Trust NPS.
- [Hopin](https://getthematic.com/insights/hopin-hypergrowth-product-feedback): How Hopin moved off Notion and Productboard to prioritize product feedback during hypergrowth.
- [LendingTree](https://getthematic.com/insights/lendingtree-thematic-case-study): How LendingTree applied feedback analysis across its customer journey.

## Tools and calculators

- [Free CX tools](https://getthematic.com/tools): ROI calculator, NPS calculator, spreadsheet models and a supporting white paper.
- [CX ROI calculator](https://getthematic.com/cx-roi-calculator): Estimates CX program ROI from customer counts, revenue per customer, churn avoided and initiative cost. No signup required.

## Guides

- [Feedback analytics buyer's guide: 36 questions to ask](https://getthematic.com/buyers-guide-feedback-analytics): Vendor-neutral enterprise evaluation guide covering data unification, analysis quality, reporting, AI answers, security and activation.
- [Sentiment analysis: a complete guide](https://getthematic.com/sentiment-analysis): Aspect-based scoring, rule-based, machine learning and LLM approaches, plus sarcasm and negation challenges.
- [Resource library](https://getthematic.com/resources): Guides, webinars and case studies on voice of customer, CX ROI, NLP versus LLMs, and feedback taxonomies.

## Company

- [About Thematic](https://getthematic.com/about): Founded 2015 by Alyona Medelyan and Nathan Holmberg, YCombinator-backed, remote team, and the company's operating values.
- [Product changelog](https://getthematic.com/changelog): Release log from August 2024 onward, covering Agentic Answers, Lenses, Deep Dive, Theme Quality Tracker, heatmaps and MCP server access.
- [Get started](https://getthematic.com/get-started): Onboarding page covering industry use cases, a solution comparison table and SOC 2 Type II security.
- [Contact](https://getthematic.com/contact-us): Enquiry form and sales contact at info@getthematic.com.

## Insights

Long-form articles on customer feedback analysis, CX and text analytics. The selection below is curated; the complete archive is in the Insights sitemap linked under Discovery.

### Qualitative research and thematic analysis

- [Qualitative Data Analysis: Step-by-Step Guide (Manual vs. Automatic) | Thematic](https://getthematic.com/insights/qualitative-data-analysis): Qualitative data analysis is a process of structuring & interpreting data to understand what it represents. Learn the qualitative analysis process in 5 steps.
- [Coding qualitative data](https://getthematic.com/insights/coding-qualitative-data)
- [Methods of qualitative data analysis](https://getthematic.com/insights/methods-of-qualitative-data-analysis)
- [Thematic Analysis: An Overview + Guide](https://getthematic.com/insights/thematic-analysis): Learn how thematic analysis finds patterns in customer feedback and support tickets. Compare manual, reflexive, and AI-powered approaches.
- [Thematic analysis examples](https://getthematic.com/insights/thematic-analysis-examples)
- [Advantages of thematic analysis](https://getthematic.com/insights/thematic-analysis-advantages)
- [Deductive Thematic Analysis: A Practical Guide](https://getthematic.com/insights/deductive-thematic-analysis): Learn how to apply deductive thematic analysis—build a theory-first codebook, tag feedback at scale, and prove ROI inside Thematic.
- [Inductive Thematic Analysis: A Practical Guide to Uncovering Hidden Customer Insights](https://getthematic.com/insights/inductive-thematic-analysis): A six-step process for inductive thematic analysis, showing how AI can shoulder the grunt work, and flag easy pitfalls to avoid.
- [Find the ‘Why’ in Feedback with Reflexive Thematic Analysis](https://getthematic.com/insights/reflexive-thematic-analysis): Discover how reflexive thematic analysis uncovers deeper CX insights hidden behind reviews, survey data, and support calls.
- [Content analysis vs thematic analysis](https://getthematic.com/insights/content-analysis-vs-thematic-analysis)
- [Thematic Analysis in Qualitative Research: 2025 Guide](https://getthematic.com/insights/thematic-analysis-in-qualitative-research): Explore 2025's best practices and common pitfalls in thematic analysis within qualitative research to enhance CX and insights strategies.
- [Thematic Analysis Software: 5 Top Tools & How It Works](https://getthematic.com/insights/thematic-analysis-software): Compare the top thematic analysis software for CX and insights teams, and see how AI theme discovery works on real customer feedback.
- [2025 Guide to QDA Tools: Compare 9 Options for CX & Research](https://getthematic.com/insights/qualitative-data-analysis-software): Explore 9 top QDA platforms for customer feedback, UX, and research. Find the best tool for your data and team needs.
- [AI Qualitative Data Analysis: Tools, Benefits & Ethics](https://getthematic.com/insights/ai-qualitative-data-analysis): Explore how AI transforms qualitative data analysis, enhancing efficiency, scalability, and ethical considerations.
- [How To Use Thematic Analysis AI To Theme Qualitative Data](https://getthematic.com/insights/using-thematic-analysis-ai): Learn how AI thematic analysis discovers themes from qualitative data in minutes. Step-by-step guide to setup, refinement, and ROI measurement.
- [Rapid Qualitative Analysis: 5-Day Playbook](https://getthematic.com/insights/rapid-qualitative-analysis): Run a 5-day rapid qualitative analysis sprint. Works for CX, HR, education, and more—get insights fast without losing rigor.
- [Qualitative vs quantitative data](https://getthematic.com/insights/qualitative-vs-quantitative-data)
- [5 Business Advantages of Qualitative Research](https://getthematic.com/insights/advantages-of-qualitative-research): Discover five strategic advantages only qualitative research offers—each tied to KPIs such as churn delta, upsell rate, and time-to-feature.
- [Qualitative feedback examples](https://getthematic.com/insights/qualitative-feedback-examples)
- [How To Design Qualitative Surveys That Capture Emotion & Intent](https://getthematic.com/insights/designing-qualitative-surveys): Craft surveys that uncover real customer stories by focusing on emotion, intent, and context, beyond simple scores.

### Sentiment analysis

- [Sentiment analysis](https://getthematic.com/insights/sentiment-analysis)
- [Sentiment Score: How to Calculate, Benchmark & Use It](https://getthematic.com/insights/what-is-a-sentiment-score): Learn what a sentiment score is, how it’s calculated, and how CX teams use it as a reliable KPI for decision-making and alerts.
- [Aspect-Based Sentiment Analysis Guide](https://getthematic.com/insights/aspect-based-sentiment-analysis): Pinpoint what drives customer sentiment with ABSA. A 5-step guide to faster insights, explainability, and action.
- [Automated sentiment analysis](https://getthematic.com/insights/automated-sentiment-analysis)
- [Customer sentiment analysis explained](https://getthematic.com/insights/customer-sentiment-analysis-explained)
- [Sentiment analysis of reviews](https://getthematic.com/insights/sentiment-analysis-of-reviews)
- [Social media sentiment analysis](https://getthematic.com/insights/social-media-sentiment-analysis)
- [Sentiment analysis tools](https://getthematic.com/insights/sentiment-analysis-tools)
- [Sentiment Analysis Datasets: 5 Steps To Ensure Their Quality](https://getthematic.com/insights/sentiment-analysis-dataset): Use this 5-step checklist to evaluate and improve sentiment datasets for accurate, ethical, and bias-aware insights.
- [Text analytics vs sentiment analysis](https://getthematic.com/insights/text-analytics-vs-sentiment-analysis)
- [Sarcasm in customer feedback](https://getthematic.com/insights/sarcasm-in-customer-feedback)

### Text analytics

- [Text analytics](https://getthematic.com/insights/text-analytics)
- [How text analytics works](https://getthematic.com/insights/how-text-analytics-works)
- [Five text analytics approaches](https://getthematic.com/insights/5-text-analytics-approaches)
- [Text analytics applications](https://getthematic.com/insights/text-analytics-applications)
- [Text analytics challenges](https://getthematic.com/insights/text-analytics-challenges)
- [Text analytics best practices](https://getthematic.com/insights/text-analytics-best-practices)
- [The best text analytics software](https://getthematic.com/insights/the-best-text-analytics-software)
- [Top AI text analysis tools](https://getthematic.com/insights/top-ai-text-analysis-tools)
- [Topic modeling for text analysis](https://getthematic.com/insights/topic-modeling-text-analysis)
- [History of text analytics](https://getthematic.com/insights/history-of-text-analytics)

### Customer feedback analysis and Voice of Customer

- [Customer feedback analysis](https://getthematic.com/insights/customer-feedback-analysis)
- [Voice of Customer](https://getthematic.com/insights/voice-of-customer)
- [Voice of Customer analytics](https://getthematic.com/insights/voice-of-customer-analytics)
- [The Top 11 Voice of Customer Tools to Monitor CX](https://getthematic.com/insights/voice-of-customer-tools): Voice of customer tools collect and analyze feedback, then turn it into data you can use to grow your business. Discover the best on the market!
- [Voice of Customer strategy](https://getthematic.com/insights/voice-of-customer-strategy)
- [4-Step VoC Process: Collect, Analyze, Act, Loop](https://getthematic.com/insights/voice-of-the-customer-process): Follow a proven 4-step VoC loop—collect, analyze, act, loop back—with tools, SLAs, and governance tips that keep insights moving.
- [Customer feedback loop guide](https://getthematic.com/insights/customer-feedback-loop-guide)
- [Closing the customer feedback loop](https://getthematic.com/insights/close-the-customer-feedback-loop)
- [What is a feedback loop and how does it work?](https://getthematic.com/insights/feedback-loops-for-customer-experience): Feedback loops help businesses to understand their customers' needs better and make informed decisions to improve customer experience. Here's a quick breakdown.
- [How to build a customer feedback taxonomy](https://getthematic.com/insights/how-to-build-a-customer-feedback-taxonomy)
- [Analyze Open-Ended Survey Responses with AI | Thematic](https://getthematic.com/insights/analyze-open-ended-survey-responses): Yes, modern feedback analytics tools analyze thousands of open-ended survey responses in minutes, surfacing themes, sentiment, and impact on NPS or CSAT.
- [Survey data analysis](https://getthematic.com/insights/analyze-survey-data-survey-analysis)
- [Coding open-ended survey questions](https://getthematic.com/insights/code-open-ended-questions-in-surveys-to-get-deep-insights)

### CX measurement and metrics

- [Ultimate guide to Net Promoter Score](https://getthematic.com/insights/ultimate-guide-to-net-promoter-score)
- [NPS vs CSAT vs CES: Which Metric Should You Use?](https://getthematic.com/insights/nps-vs-csat-vs-ces): NPS measures loyalty, CSAT satisfaction, CES effort. Choose by touchpoint, but the metric matters less than the themes driving it. Here is how to pick.
- [How to Benchmark Your NPS Against Your Industry](https://getthematic.com/insights/nps-benchmark-by-industry): Benchmark your relationship NPS against a current, sourced industry average, read it as a range, then find the driver themes behind the gap.
- [NPS Root Cause Analysis: Recover Lost Points in 5 Days](https://getthematic.com/insights/nps-root-cause-analysis): Learn the 3-step framework to identify your top NPS fixes in 5 days. Used by a large grocery retailer, Atlassian, and LendingTree.
- [How to measure customer satisfaction](https://getthematic.com/insights/how-to-measure-customer-satisfaction)
- [Customer experience analytics](https://getthematic.com/insights/customer-experience-analytics)
- [Customer experience statistics](https://getthematic.com/insights/customer-experience-statistics)
- [ROI of CX](https://getthematic.com/insights/roi-of-cx)
- [How to Measure CX Without Relying on Surveys](https://getthematic.com/insights/measure-cx-without-surveys): Measure customer experience without surveys: unify unsolicited signals like tickets, calls, and reviews, then score them into trackable CX metrics.
- [The untold love story between churn and customer feedback loops](https://getthematic.com/insights/predicting-customer-churn): Want to predict customer breakups? Succeed at churn control for your business with customer feedback loops.

### Customer insights and intelligence

- [What are customer insights](https://getthematic.com/insights/what-are-customer-insights)
- [Customer insights framework](https://getthematic.com/insights/customer-insights-framework)
- [Customer insights platform](https://getthematic.com/insights/customer-insights-platform)
- [Customer insights strategy](https://getthematic.com/insights/customer-insights-strategy)
- [Customer Intelligence: Cross-Functional Insights for Enterprise CX Teams](https://getthematic.com/insights/customer-intelligence): Customer intelligence turns fragmented feedback into cross-functional insights every team can act on. See how enterprises cut analysis time by 92% and drive measurable ROI.
- [Customer Intelligence vs VoC vs Text Analytics](https://getthematic.com/insights/customer-intelligence-vs-voc-vs-text-analytics): Customer intelligence vs. voice of customer vs. text analytics: text analytics is the technique, VoC is the program, customer intelligence is the decision layer.
- [B2B customer insights](https://getthematic.com/insights/b2b-customer-insights)
- [Retail customer insights](https://getthematic.com/insights/retail-customer-insights)

### Evaluating and buying feedback analytics

- [Customer Feedback Analytics: The Enterprise Guide](https://getthematic.com/insights/customer-feedback-analytics-enterprise-guide): Discover how enterprise teams use AI-powered customer feedback analytics to unify feedback sources, quantify theme impact on NPS, and turn insights into action.
- [How Much Does Feedback Analytics Software Cost?](https://getthematic.com/insights/customer-feedback-analytics-software-cost): Customer feedback analytics software costs $19/month to several hundred thousand per year. Real price bands, pricing models, and the hidden costs.
- [What to Require in a Customer Feedback Analytics RFP](https://getthematic.com/insights/customer-feedback-analytics-rfp-requirements): The 9 requirements to put in a customer feedback and text analytics RFP: measurable accuracy, traceable themes, an editable taxonomy, and more.
- [Cost to Build an AI Feedback Analytics Platform](https://getthematic.com/insights/cost-to-build-an-ai-feedback-analytics-platform): Compare the cost to build an AI feedback analytics platform vs. buying one. Includes examples, risks, and a TCO checklist.
- [A Quick Decision Matrix for AI-Powered Feedback Analysis](https://getthematic.com/insights/ai-feedback-analytics-build-buy-matrix): Use one matrix to see where to build, buy or partner on AI feedback analytics—then dive into our six-layer stack for deeper ROI.
- [Must-have features in feedback analysis software](https://getthematic.com/insights/must-have-features-in-feedback-analysis-software)
- [Migrate Off Medallia or Qualtrics Without Losing History](https://getthematic.com/insights/migrate-off-medallia-qualtrics): A playbook to switch your feedback analytics off Medallia or Qualtrics without losing history: export, layer on top, re-analyze, then run in parallel.
- [8 Best Qualtrics Alternatives for Feedback Analytics](https://getthematic.com/insights/best-qualtrics-alternatives-feedback-analytics): The best Qualtrics alternatives for customer feedback analytics: Thematic, XM Discover, Medallia, Chattermill, Enterpret, InMoment, Kapiche, and unitQ.
- [6 Best Medallia Alternatives for Feedback Analytics](https://getthematic.com/insights/top-medallia-alternatives): The best Medallia alternative for enterprise customer feedback analytics is Thematic. Compare 6 options, plus when staying with Medallia is right.
- [Security Certifications Your Feedback Analytics Vendor Needs](https://getthematic.com/insights/vendor-security-certifications): What security certifications should a customer feedback analytics vendor have? Require SOC 2 Type II with the audit scope named, plus annual pen testing.

### AI and LLMs in feedback analysis

- [LLMs for feedback analytics](https://getthematic.com/insights/llms-for-feedback-analytics)
- [LLMs for customer experience](https://getthematic.com/insights/llms-for-customer-experience)
- [AI-Powered Customer Feedback Analytics for Multi-Channel Data](https://getthematic.com/insights/ai-customer-feedback-analytics): AI-powered customer feedback analytics transforms multi-channel data into actionable insights. Discover themes automatically and quantify what moves metrics.
- [How Accurate Is AI-Powered Feedback Analytics? | Thematic](https://getthematic.com/insights/ai-feedback-analytics-accuracy): Modern AI feedback analytics hits 80-90% accuracy out of the box. Learn what drives accuracy, where AI struggles, and how to evaluate platforms.
- [How Does AI Identify Themes in Customer Feedback?](https://getthematic.com/insights/how-ai-identifies-themes-customer-feedback): Learn how AI theme discovery groups customer feedback by meaning, not keywords. See accuracy benchmarks, transparency requirements, and questions to ask vendors.
- [Does Feedback Analytics AI Need Training on Your Data?](https://getthematic.com/insights/does-feedback-analytics-ai-need-training): No. Modern feedback analytics like Thematic discovers themes bottom-up with no model training or taxonomy build, so the first analysis lands in days.
- [AI transparency in feedback analysis](https://getthematic.com/insights/ai-transparency-feedback-analysis)
- [Why AI Gives Different Answers to the Same Feedback](https://getthematic.com/insights/why-ai-gives-different-feedback-answers): AI gives different answers to the same feedback question because LLMs are non-deterministic. Learn why, and how to get consistent, trackable results.
- [Analyzing feedback with ChatGPT](https://getthematic.com/insights/how-to-analyze-your-customer-feedback-using-chatgpt)
- [EU AI Act Emotion Ban and Customer Sentiment Analysis](https://getthematic.com/insights/eu-ai-act-emotion-recognition-sentiment-analysis): Does the EU AI Act's emotion-recognition ban affect customer sentiment analysis? Generally no: it targets biometric emotion inference, not text analysis.
- [What Is the Thematic MCP Server?](https://getthematic.com/insights/thematic-mcp-server): The Thematic MCP Server lets Claude, ChatGPT, Gemini, and Copilot run your customer feedback analysis inside Thematic by chat.

## Discovery

- [Sitemap](https://getthematic.com/sitemap-index.xml): Complete search-engine sitemap.
- [Insights sitemap](https://getthematic.com/insights-sitemap.xml): Every published article, beyond the curated selection above.
- [Robots policy](https://getthematic.com/robots.txt): Crawler permissions for automated agents.