Agent
Discoverability

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
Market
US
Agent DiscoverabilityClaude Discoverability Score

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Primary Subcategory
18 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1SurveyMonkey89/100
2Jotform48/100
3Unwrap46/100
4Enterpret39/100
5Tally31/100
—Appbot App ReviewsPending VerificationGet notified
—AskablePending VerificationGet notified
—Audesti - Voice testimonialsPending VerificationGet notified
—backend-prod.feedbackrobot.comPending VerificationGet notified
—BallparkPending VerificationGet notified
—BotsonaPending VerificationGet notified
—BugSmashPending VerificationGet notified
—CannyPending VerificationGet notified
—ChattermillPending VerificationGet notified
—Checkback Restaurant ReviewPending VerificationGet notified
—clearvoyance.aiPending VerificationGet notified
—ClosedLoop AIPending VerificationGet notified
—Cobalt CapturePending VerificationGet notified
—CorPending VerificationGet notified
—Customer Luv SurveysPending VerificationGet notified
—Dscout ResearcherPending VerificationGet notified
—EdgeTierPending VerificationGet notified
—FeatureOSPending VerificationGet notified
—FeedbackHivePending VerificationGet notified
—FeedbackThreadPending VerificationGet notified
—FeedbaqPending VerificationGet notified
—FeedierPending VerificationGet notified
—Four/FourPending VerificationGet notified
—GatherHQPending VerificationGet notified
—HonnePending VerificationGet notified
—HuddlekitPending VerificationGet notified
—InputKitPending VerificationGet notified
—IntellivyPending VerificationGet notified
—IteratePending VerificationGet notified
—Jobs to be Done (JTBD) Interview AnalyzerPending VerificationGet notified
—KikuyoPending VerificationGet notified
—LyssnaPending VerificationGet notified
—MazePending VerificationGet notified
—mcp.feedspace.ioPending VerificationGet notified
—mcp.usercall.coPending VerificationGet notified
—Melonhelp FeedbackPending VerificationGet notified
—ModemPending VerificationGet notified
—More Good ReviewsPending VerificationGet notified
—OrchettaPending VerificationGet notified
—OutsetPending VerificationGet notified
—PheedbackPending VerificationGet notified
—PotlocPending VerificationGet notified
—Prisma ReviewsPending VerificationGet notified
—qlarisPending VerificationGet notified
—ReosPending VerificationGet notified
—ReputeMapPending VerificationGet notified
—ReveLumiPending VerificationGet notified
—ReviewbirdPending VerificationGet notified
—REVIEWS.AIPending VerificationGet notified
—SeggWatPending VerificationGet notified
—SemilatticePending VerificationGet notified
—SensaiPending VerificationGet notified
—SleekplanPending VerificationGet notified
—Squad AIPending VerificationGet notified
—StrellaPending VerificationGet notified
—SurvicatePending VerificationGet notified
—teemPending VerificationGet notified
—TellyPending VerificationGet notified
—Testimonial.toPending VerificationGet notified
—TimebookPending VerificationGet notified
—unitQPending VerificationGet notified
—User Intuition ResearchPending VerificationGet notified
—UserbackPending VerificationGet notified
—UserbrainPending VerificationGet notified
—UseroPending VerificationGet notified
—UserTestingPending VerificationGet notified
—UXArmyPending VerificationGet notified
—VersivePending VerificationGet notified
—VersoPending VerificationGet notified
—VoiceCapturePending VerificationGet notified
—VoiceformPending VerificationGet notified
—VoicepanelPending VerificationGet notified
—YogiPending VerificationGet notified
—ZernotePending VerificationGet notified
—zonka feedbackPending VerificationGet notified
Tools

3 tools agents can invoke

Recommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.Read guide
FAQs

Appbot App Reviews Claude Connector FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
How do I improve Appbot App Reviews's Claude Connector 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 2026-11-01, Appbot App Reviews competes with SurveyMonkey, Jotform, Unwrap, Enterpret, Tally, Cognito Forms, Craft.io, Zoho CRM and 84 more 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.