Review insights & what got worse
review_insightsDiagnose app issues and summarize feedback by analyzing Apple and Google Play reviews to reveal rating trends, top complaints, version changes, and user sentiment.
Instructions
Best first call for any question about an app's user feedback. Analyses recent reviews and returns: rating distribution, average rating per app version, top complaint phrases from 1-2★ reviews (share + example quote), versionDeltas (latest version vs earlier: rating change, negative-share change, rising complaints with quotes; falls back to last 3 days vs earlier), and sample quotes. Use for "why are users unhappy with X", "what broke in the last update", "top complaints about X", "summarize feedback". One flat price per call regardless of pages/countries. Apple and Google Play.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| lang | No | Google Play only: review/listing language, e.g. "en", "de", "pt-BR". Default "en". Ignored for Apple. | en |
| pages | No | Review pages to fetch, ~50 newest reviews each (1-10). Default 3. | |
| store | No | "apple" (App Store) or "google" (Google Play). Optional: inferred from app_id (numeric → apple, package name → google). | |
| app_id | Yes | App to analyse. Apple: numeric id (284882215), "id284882215" or an apps.apple.com URL. Google Play: package name (com.instagram.android) or a play.google.com URL. Get ids from search_apps. | |
| quotes | No | Sample quotes per sentiment (0-10). Default 3. | |
| countries | No | Storefronts to pool, e.g. ["us","gb","ca"]. Default ["us"]. More countries = bigger sample. | |
| keyword_limit | No | Complaint phrases to return. Default 15. | |
| since_version | No | Optional: compare reviews on this version and newer against older versions (e.g. "450.0.0"). Default: newest version in the sample vs earlier ones. |