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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.

View in the Claude registry
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
Category
Data & Analytics

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Customer Feedback & Research Platforms

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is listed.

Brand
Appbot
Access
Account required
First tracked
2026-07-30
Tool count
3
Geography
US

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 showing a list of relevant Connectors in a conversation

Claude can surface verified Connectors when they match a user’s Prompt.

Primary Subcategory
13 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1SurveyMonkey80/100
2Unwrap69/100
3Craft.io50/100
4Enterpret47/100
5Jotform23/100
Appbot App ReviewsPending VerificationGet notified
CannyPending VerificationGet notified
CorPending VerificationGet notified
Customer Luv SurveysPending VerificationGet notified
Dscout ResearcherPending VerificationGet notified
FeedierPending VerificationGet notified
Four/FourPending VerificationGet notified
GatherHQPending VerificationGet notified
Jobs to be Done (JTBD) Interview AnalyzerPending VerificationGet notified
LyssnaPending VerificationGet notified
MazePending VerificationGet notified
mcp.feedspace.ioPending VerificationGet notified
More Good ReviewsPending VerificationGet notified
OutsetPending VerificationGet notified
PheedbackPending VerificationGet notified
ReviewbirdPending VerificationGet notified
RippitPending VerificationGet notified
SleekplanPending VerificationGet notified
Squad AIPending VerificationGet notified
StrellaPending VerificationGet notified
Testimonial.toPending VerificationGet notified
UserbackPending VerificationGet notified
UserbrainPending VerificationGet notified
UserTestingPending VerificationGet notified
VersivePending VerificationGet notified
VoicepanelPending VerificationGet notified
YogiPending VerificationGet notified
ZernotePending VerificationGet notified
Recommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.Read guide
Tools

3 tools agents can invoke

Appbot App Reviews FAQ
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.