AppReviewBot

Connect your AppReviewBot account to access customer reviews and analytics from your linked Apple App Store and Google Play apps directly in ChatGPT. Use natural language to: • List connected apps and view rating summaries. • Browse recent reviews by app, platform, date, or star rating. • Search feedback by keyword, topic, feature request, bug report, or sentiment. • Identify common customer complaints, praise, and emerging trends. • Track review and sentiment changes over time. • Find reviews that have not yet received a response.

View in the ChatGPT registry

Integration type: Plugin
Verification status: Not applicable
Platform: ChatGPT
Category: Data & Analytics
Primary Subcategory: Customer Feedback & Research Platforms
Secondary Subcategories: Team Chat & Messaging
Brand: AppReviewBot
Access: Account required
First tracked: 2026-06-17
Tool count: 8
Geography: US

ChatGPT Plugin Discoverability Score

ChatGPT organic discovery is not live yet

AppReviewBot is tracked in the ChatGPT Plugin registry. Public organic-discovery measurement is not live for ChatGPT yet, so there is no score to publish today.

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Primary Subcategory

Competing in ChatGPT Customer Feedback & Research Platforms

View Category

Listed in alphabetical order

Primary Subcategory

AppReviewBotOrganic discovery is pendingGet the score at launch

CannyOrganic discovery is pendingGet the score at launch

DovetailOrganic discovery is pendingGet the score at launch

EnterpretOrganic discovery is pendingGet the score at launch

Feedbk.ai Survey AgentOrganic discovery is pendingGet the score at launch

Score explained

How the Discoverability Score works

Organic discovery scoring for AppReviewBot on ChatGPT is not live yet. The score will use measured agent conversations when it launches.

InvisibleBuriedEmergingCompetitiveWinning

Organic discovery scoring is pending. Your Plugin score will appear on this scale when measurement goes live.

FoundDiagnostic

Whether Claude found your Plugin in connector search. It must be Found before it can reach the picker, but the score counts picker appearances—not search results.

PickedMain score

How often your Plugin appeared in the picker, or Claude invoked it directly, across contested conversations. This percentage is the Discoverability Score; the headline number is rounded.

PositionedDiagnostic

What position your Plugin appeared in when it was shown in the picker. This shows prominence, but it does not affect the score.

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

Tools

8 tools agents can invoke

Returns profile and rating summary for one connected app: name, store, icon, average rating, total reviews, and star distribution.
Returns the newest reviews for one app as a paginated feed. Supports filtering by star rating (1–5) and store (Apple or Google). Ideal for browsing recent feedback by rating, such as the latest one-star reviews.
Returns review analytics for one app: volume, average rating, rating distribution, and sentiment breakdown. Optional period covers the past week (7d), month (30d), or quarter (90d).
Returns complete details for one review: full text, rating, author, date, store, sentiment, and any developer reply.
Returns reviews for one app that have no developer reply yet, with pagination metadata (total, page, limit, has_more).
Returns every Apple App Store and Google Play app linked to the organization, including name, store identifier, icon, storefront, and total count.
Posts a developer reply to one App Store or Google Play review on behalf of the organization. Requires a connected developer account linked to the app and a paid plan. Use review_id from get_review_details or review list tools.
Finds reviews for one app that match topic keywords in the review text, with optional sentiment filter (positive, negative, or neutral). Ideal when the user cares about what customers said about a specific subject.

AppReviewBot FAQ

How do I improve a ChatGPT Plugin'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 AppReviewBot alternatives on ChatGPT?

As of 2026-08-14, AppReviewBot competes with Canny, Dovetail, Enterpret, Feedbk.ai Survey Agent, Feedspace, Lyssna, Maze, Pheedback, PlaybookUX, Refiner, Roux, Sleekplan, Strella, Userback, Userbrain, Uxia in ChatGPT 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.