# Best 20 Tools for Cohort Analysis (2026)

> The best tools for cohort analysis on Launch Llama right now include BayesLab, Sentry Detective, act101. We ranked 20 matching Product Hunt and community listings by upvotes after a keyword match.

A curated, upvote-ranked list of tools founders use for cohort analysis — scored from live Launch Llama directory listings, not generic directory spam.

- 20 tools ranked for cohort analysis
- Ranking: keyword match required, then upvotes (Product Hunt preferred on ties)
- Source: https://tools.launchllama.co/blog/best-tools-for-cohort-analysis

## Ranked tools

### 1. BayesLab

From deep analysis to premium slides, agentized

**Why it's good for cohort analysis:** BayesLab matched our cohort analysis filters in its name or short description (Productivity / Analytics). Use it alongside consistent execution to compound results.

- Upvotes: 350
- Source: Product Hunt
- Product page: https://tools.launchllama.co/products/bayeslab
- Website: https://bayeslab.ai/

### 2. Sentry Detective

AI analysis for security camera footage

**Why it's good for cohort analysis:** Sentry Detective matched our cohort analysis filters in its name or short description (founder tools). Use it alongside consistent execution to compound results.

- Upvotes: 53
- Source: Community
- Product page: https://tools.launchllama.co/products/sentry-detective
- Website: https://sentrydetective.com/

### 3. act101

mcp based code navigation, refactoring, analysis for agents

**Why it's good for cohort analysis:** act101 matched our cohort analysis filters in its name or short description (Artificial Intelligence / Developer Tools). Use it alongside consistent execution to compound results.

- Upvotes: 33
- Source: Community
- Product page: https://tools.launchllama.co/products/act101
- Website: https://act101.ai

### 4. MySeasonColors

AI-powered color analysis quiz to find your perfect color se

**Why it's good for cohort analysis:** MySeasonColors matched our cohort analysis filters in its name or short description (founder tools). Use it alongside consistent execution to compound results.

- Upvotes: 33
- Source: Community
- Product page: https://tools.launchllama.co/products/myseasoncolors
- Website: https://www.myseasoncolors.com/

### 5. GMCFix

AI-powered Google Merchant Center suspension analysis and ap

**Why it's good for cohort analysis:** GMCFix matched our cohort analysis filters in its name or short description (Artificial Intelligence / SaaS). Use it alongside consistent execution to compound results.

- Upvotes: 29
- Source: Community
- Product page: https://tools.launchllama.co/products/gmcfix
- Website: https://gmcfix.com/

### 6. Glowmetra

Medical-grade AI skin analysis in seconds. Get personalized 

**Why it's good for cohort analysis:** Glowmetra matched our cohort analysis filters in its name or short description (Health). Use it alongside consistent execution to compound results.

- Upvotes: 19
- Source: Community
- Product page: https://tools.launchllama.co/products/glowmetra
- Website: https://www.glowmetra.com/

### 7. Critique.Email

AI-powered email marketing creative analysis

**Why it's good for cohort analysis:** Critique.Email matched our cohort analysis filters in its name or short description (Artificial Intelligence / Analytics). Use it alongside consistent execution to compound results.

- Upvotes: 18
- Source: Community
- Product page: https://tools.launchllama.co/products/critique-email
- Website: https://www.critique.email 

### 8. TradeHints

Explainable stock analysis using 29 market signals

**Why it's good for cohort analysis:** TradeHints matched our cohort analysis filters in its name or short description (Finance / Artificial Intelligence). Use it alongside consistent execution to compound results.

- Upvotes: 14
- Source: Community
- Product page: https://tools.launchllama.co/products/tradehints
- Website: https://tradehints.com/

### 9. Yield Theory

Market research, stock analysis and free investing tools.

**Why it's good for cohort analysis:** Yield Theory matched our cohort analysis filters in its name or short description (Finance / Newsletters). Use it alongside consistent execution to compound results.

- Upvotes: 10
- Source: Community
- Product page: https://tools.launchllama.co/products/yield-theory
- Website: https://www.yieldtheory.app/

### 10. AI Dream Analyzer

Free AI Dream Interpreter & Dream Meaning Analysis

**Why it's good for cohort analysis:** AI Dream Analyzer matched our cohort analysis filters in its name or short description (Social Media / Other). Use it alongside consistent execution to compound results.

- Upvotes: 3
- Source: Community
- Product page: https://tools.launchllama.co/products/ai-dream-analyzer
- Website: https://dreamanalyzer.net

### 11. Raycharts

Revolutionary trading platform with ai powered analysis 

**Why it's good for cohort analysis:** Raycharts matched our cohort analysis filters in its name or short description (Marketing / Artificial Intelligence). Use it alongside consistent execution to compound results.

- Upvotes: 2
- Source: Community
- Product page: https://tools.launchllama.co/products/raycharts
- Website: https://raycharts.com

### 12. PeakWave

AI-powered customer feedback analysis

**Why it's good for cohort analysis:** PeakWave matched our cohort analysis filters in its name or short description (Artificial Intelligence / Growth). Use it alongside consistent execution to compound results.

- Upvotes: 2
- Source: Community
- Product page: https://tools.launchllama.co/products/peakwave
- Website: https://peakwave.ai/

### 13. Mainaro

Real estate cashflow and tax analysis platform for property 

**Why it's good for cohort analysis:** Mainaro matched our cohort analysis filters in its name or short description (Finance / Artificial Intelligence). Use it alongside consistent execution to compound results.

- Upvotes: 2
- Source: Community
- Product page: https://tools.launchllama.co/products/mainaro
- Website: https://mainaro.com/

### 14. Odyssey Framework

Structured business context for better AI analysis

**Why it's good for cohort analysis:** Odyssey Framework matched our cohort analysis filters in its name or short description (Startups / Analytics). Use it alongside consistent execution to compound results.

- Upvotes: 2
- Source: Community
- Product page: https://tools.launchllama.co/products/odyssey-framework
- Website: https://odysseyframework.com

### 15. Analook

Free AI competitor analysis. URL insights in 60s.

**Why it's good for cohort analysis:** Analook matched our cohort analysis filters in its name or short description (Artificial Intelligence). Use it alongside consistent execution to compound results.

- Upvotes: 2
- Source: Community
- Product page: https://tools.launchllama.co/products/analook
- Website: https://www.analook.com

### 16. CommentOwl

AI-powered YouTube comment analysis for creators

**Why it's good for cohort analysis:** CommentOwl matched our cohort analysis filters in its name or short description (Analytics / Artificial Intelligence). Use it alongside consistent execution to compound results.

- Upvotes: 2
- Source: Community
- Product page: https://tools.launchllama.co/products/commentowl
- Website: https://www.commentowl.com/

### 17. Anomaly AI

AI data analysis for large datasets

**Why it's good for cohort analysis:** Anomaly AI matched our cohort analysis filters in its name or short description (Analytics / Artificial Intelligence). Use it alongside consistent execution to compound results.

- Upvotes: 1
- Source: Community
- Product page: https://tools.launchllama.co/products/anomaly-ai
- Website: https://www.findanomaly.ai

### 18. Restaurant Site Finder

AI-Powered Restaurant Site Analysis for Smarter Decisions

**Why it's good for cohort analysis:** Restaurant Site Finder matched our cohort analysis filters in its name or short description (Artificial Intelligence). Use it alongside consistent execution to compound results.

- Upvotes: 1
- Source: Community
- Product page: https://tools.launchllama.co/products/restaurant-site-finder
- Website: https://restaurantsitefinder.com/

### 19. AIDYOR

AI-powered crypto token scanner with risk analysis

**Why it's good for cohort analysis:** AIDYOR matched our cohort analysis filters in its name or short description (Artificial Intelligence / Finance). Use it alongside consistent execution to compound results.

- Upvotes: 1
- Source: Community
- Product page: https://tools.launchllama.co/products/aidyor
- Website: https://aidyor.app/

### 20. PILAS.AI

AI-powered invoice analysis and fraud detection

**Why it's good for cohort analysis:** PILAS.AI matched our cohort analysis filters in its name or short description (Analytics / Artificial Intelligence). Use it alongside consistent execution to compound results.

- Upvotes: 1
- Source: Community
- Product page: https://tools.launchllama.co/products/pilas-ai
- Website: https://pilas.ai/

## FAQ

### What are the best tools for cohort analysis?

We've ranked 20 tools on Launch Llama for cohort analysis, including Product Hunt launches and community listings. Top picks include BayesLab, Sentry Detective, act101. Tools must match the query in name or short description, then rank by upvotes.

### How are these tools ranked?

Each tool must match keywords tied to cohort analysis in its name or short description. Matching tools are sorted by upvotes, with Product Hunt listings preferred on ties. Duplicate listings for the same website are removed.

### Are these tools free?

Many offer free tiers or trials. Check each product page or website for current pricing. Browsing and upvoting on Launch Llama is free.

### How often is this list updated?

The ranking refreshes from the live Launch Llama directory whenever approved tools change. Last-updated appears at the top of the page.

### Can I submit my tool for cohort analysis?

Yes. Submit your product free on Launch Llama. Once approved and relevant to this query, it can appear in this roundup.

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