Appbot App Reviews
Ask Claude what your users actually think. Appbot analyses iOS and Google Play feedback with AI trained on 400M+ real reviews. Claude gets sentiment, topics, feature requests and ratings.
- Category
- Data & Analytics
- Primary Subcategory
- Customer Feedback & Research Platforms
Integration details
Description
Appbot has analysed App Store and Google Play reviews for over a decade, across every category and language. The AI behind this connector is trained on our corpus of 400M+ real reviews. Connect your App Store and Google Play apps, and Claude queries your review data directly instead of working from raw text: What is driving negative reviews this month? Which feature requests have grown over the last 90 days? Why are iOS ratings lower than Android? How has sentiment shifted since our latest release? How does our sentiment compare to a competitor's? Competitor apps work the same way, so you can benchmark sentiment and feature gaps against anyone in your category. Each team member connects with their own Appbot credentials, so Claude only sees what that person can already see in Appbot. MCP access is included on Appbot's Large and Premium plans.
- Integration type
- Connector
- Verification status
Community connector- Platform
- Claude
- Primary Subcategory
- Customer Feedback & Research Platforms
- Secondary Subcategories
- None listed
- Brand
- Appbot
- Access
- Account required
- First tracked
- 2026-07-30
- Tool count
- 3
- Geography
- US
The Primary Subcategory used for this profile’s headline score.
Other Subcategories where the Integration is listed.
Claude Discoverability Score
Claude Connector discovery is coming soon
Community Connectors only appear in Claude’s registry.Once verified, organic discovery begins and we can calculate your score.Read more about Community Connector verification.
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What discovery looks like

Claude can surface verified Connectors when they match a user’s Prompt.
How Claude Connector discovery works
Your Connector will compete to appear for users’ Prompts once Claude verifies it
Competing in Claude Customer Feedback & Research Platforms
View Category3 tools agents can invoke
How do I improve a Community connector's discoverability?
The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.
What are Appbot App Reviews alternatives on Claude?
As of 2026-09-17, Appbot App Reviews competes with SurveyMonkey, Unwrap, Craft.io, Enterpret, Jotform, Ninout, Cognito Forms, HubSpot, Tally, Rally MCP, august, Dovetail, Perspective AI, Canny, Cor, Customer Luv Surveys, Dscout Researcher, Feedier, Four/Four, GatherHQ, Jobs to be Done (JTBD) Interview Analyzer, Lyssna, Maze, mcp.feedspace.io, More Good Reviews, Outset, Pheedback, Reviewbird, Rippit, Sleekplan, Squad AI, Strella, Testimonial.to, Userback, Userbrain, UserTesting, Versive, Voicepanel, Yogi, Zernote in Claude Customer Feedback & Research Platforms, ranked by public Discoverability Score.
Where is this profile measured?
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.