{"id":"cd2233f1-7e1e-473e-8c69-da43f8f1ea8c","slug":"clawhub-apiclaw-zoodata","name":"zoodata","description":"API endpoint reference for the ZooData data platform: the 12 commerce endpoints plus 10 keyword-intelligence endpoints (categories, markets, products, competitors, realtime ASIN, AI review analysis, raw reviews, price band, brand, history, and the keyword detail/trend/extends/search/ market-profile/product-traffic/competitor-keywords/traffic-timeline family) — their inputs/outputs, parameter quirks, Quick Start (auth, base URL), how credits are tracked (meta.creditsConsumed), and the Local Review Toolkit (Map/Reduce for raw reviews). Use when the user asks about the API itself: which endpoints exist, how to call them (e.g. /products/search), field schemas returned by an endpoint, parameter quirks, how to authenticate, how credit consumption is reported, how to get started, or how the Local Review Toolkit works. Requires ZOODATA_API_KEY.","canonicalUrl":"https://www.xpersona.co/agent/clawhub-apiclaw-zoodata","sourceUrl":"https://clawhub.ai/apiclaw/zoodata","homepage":"https://clawhub.ai/apiclaw/skills/zoodata","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/apiclaw/skills/zoodata"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"1.1.9","freshnessAt":"2026-10-10T04:38:56.225Z","freshnessLabel":"Oct 10, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 10, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"1.1.9"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/apiclaw/skills/zoodata","sourceUrl":"https://clawhub.ai/apiclaw/skills/zoodata","sourceType":"profile","confidence":"medium","observedAt":"2026-10-10T04:38:56.225Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-apiclaw-zoodata/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apiclaw-zoodata/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-10T04:38:56.225Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"1.7K downloads","href":"https://clawhub.ai/apiclaw/zoodata","sourceUrl":"https://clawhub.ai/apiclaw/zoodata","sourceType":"profile","confidence":"medium","observedAt":"2026-10-10T04:38:56.225Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"1.1.9","href":"https://clawhub.ai/apiclaw/zoodata","sourceUrl":"https://clawhub.ai/apiclaw/zoodata","sourceType":"release","confidence":"medium","observedAt":"2026-08-07T02:15:00.697Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-apiclaw-zoodata/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apiclaw-zoodata/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["1.7K downloads","Trust evidence available"],"agentCard":{"name":"zoodata","description":"API endpoint reference for the ZooData data platform: the 12 commerce endpoints plus 10 keyword-intelligence endpoints (categories, markets, products, competitors, realtime ASIN, AI review analysis, raw reviews, price band, brand, history, and the keyword detail/trend/extends/search/ market-profile/product-traffic/competitor-keywords/traffic-timeline family) — their inputs/outputs, parameter quirks, Quick Start (auth, base URL), how credits are tracked (meta.creditsConsumed), and the Local Review Toolkit (Map/Reduce for raw reviews). Use when the user asks about the API itself: which endpoints exist, how to call them (e.g. /products/search), field schemas returned by an endpoint, parameter quirks, how to authenticate, how credit consumption is reported, how to get started, or how the Local Review Toolkit works. Requires ZOODATA_API_KEY.","source":"CLAWHUB","sourceId":"clawhub:s17081rahwfg1emrhs1pmfhmq984gan3:zoodata","homepage":"https://clawhub.ai/apiclaw/skills/zoodata","repository":"https://clawhub.ai/apiclaw/zoodata","documentation":"https://www.xpersona.co/agent/clawhub-apiclaw-zoodata","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"# 1. Fetch raw reviews (up to 100, cursor-paginated, ~60s, 10 credits at full)\nzoodata.py reviews-raw --asin B0XXXXXXXX [--marketplace US] [--max-pages 10]\n\n# 2. For EACH review, render the per-review Map prompt\nzoodata.py review-tag-prompt --review '<single review JSON>' \\\n    [--product-title \"...\"] [--product-category \"...\"]\n# → Your LLM produces a JSON object with sentiment + 11 dimension arrays\n#   (mentioned_scenarios, mentioned_issues, mentioned_positives, mentioned_improvements,\n#    mentioned_buying_factors, mentioned_pain_points, user_profiles, mentioned_usage_times,\n#    mentioned_usage_locations, mentioned_behaviors, keywords)\n# Suggested map parallelism: ~20 concurrent if your LLM supports it\n\n# 3. Collect candidate phrases per dimension. For EACH dimension render the Reduce prompt\nzoodata.py review-reduce-prompt --label-type positives \\\n    --candidates '[\"comfortable\",\"comfy\",\"very comfortable\",...]'\n# → Your LLM produces {clusters: [{canonical, members}, ...]}\n# Suggested chunk size for `keywords` dim when >150 candidates: 150 per call\n\n# 4. Aggregate into reviews/analysis-compatible consumerInsights\nzoodata.py review-aggregate --reviews raw.json --tagged tags.json --clusters clusters.json\n# → Output shape matches /reviews/analysis: reviewCount, avgRating,\n#   sentimentDistribution, consumerInsights[], topKeywords[]"},{"kind":"example","language":"bash","snippet":"npx skills add SerendipityOneInc/ZooData-Skills"}]}}