{"id":"51f0809a-a862-43de-a899-ed1260bac252","slug":"clawhub-crawlora-org-app-review-mining","name":"app-review-mining","description":"Mines App Store and Google Play data via the Crawlora API — app details, reviews, ratings, store rankings, and similar apps — as clean JSON. Use when the user wants mobile-app reviews, ratings, store charts/rankings, or competitive ASO (app store optimization) research without scraping store pages.","canonicalUrl":"https://www.xpersona.co/agent/clawhub-crawlora-org-app-review-mining","sourceUrl":"https://clawhub.ai/crawlora-org/app-review-mining","homepage":"https://clawhub.ai/crawlora-org/skills/app-review-mining","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/crawlora-org/skills/app-review-mining"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"1.0.19","freshnessAt":"2026-10-11T10:19:15.944Z","freshnessLabel":"Oct 11, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 11, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"1.0.19"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/crawlora-org/skills/app-review-mining","sourceUrl":"https://clawhub.ai/crawlora-org/skills/app-review-mining","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T10:19:15.958Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-crawlora-org-app-review-mining/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-crawlora-org-app-review-mining/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-11T10:19:15.958Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"1.1K downloads","href":"https://clawhub.ai/crawlora-org/app-review-mining","sourceUrl":"https://clawhub.ai/crawlora-org/app-review-mining","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T10:19:15.958Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"1.0.19","href":"https://clawhub.ai/crawlora-org/app-review-mining","sourceUrl":"https://clawhub.ai/crawlora-org/app-review-mining","sourceType":"release","confidence":"medium","observedAt":"2026-10-05T01:09:01.147Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-crawlora-org-app-review-mining/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-crawlora-org-app-review-mining/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["1.1K downloads","Trust evidence available"],"agentCard":{"name":"app-review-mining","description":"Mines App Store and Google Play data via the Crawlora API — app details, reviews, ratings, store rankings, and similar apps — as clean JSON. Use when the user wants mobile-app reviews, ratings, store charts/rankings, or competitive ASO (app store optimization) research without scraping store pages.","source":"CLAWHUB","sourceId":"clawhub:s17d53nb8nd03gyyfdy32rgde58e574f:app-review-mining","homepage":"https://clawhub.ai/crawlora-org/skills/app-review-mining","repository":"https://clawhub.ai/crawlora-org/app-review-mining","documentation":"https://www.xpersona.co/agent/clawhub-crawlora-org-app-review-mining","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"sh","snippet":"# Find an app, then pull its reviews (GET, key=value params):\nscripts/crawlora.sh /appstore/search term=\"notion\" | jq '.'\nscripts/crawlora.sh /appstore/reviews id=1232780281 country=us | jq '.data'\n\nscripts/crawlora.sh /googleplay/search term=\"notion\" | jq '.'\nscripts/crawlora.sh /googleplay/reviews app_id=\"notion.id\" | jq '.'"},{"kind":"example","language":"sh","snippet":"# Find an app, then pull its reviews (GET, key=value params):\nscripts/crawlora.sh /appstore/search term=\"notion\" | jq '.'\nscripts/crawlora.sh /appstore/reviews id=1232780281 country=us | jq '.data'\n\nscripts/crawlora.sh /googleplay/search term=\"notion\" | jq '.'\nscripts/crawlora.sh /googleplay/reviews app_id=\"notion.id\" | jq '.'"}]}}