APIClaw — Amazon Commerce Data, 11 Endpoints
General overview, 11 API endpoints. AI-powered commerce data infrastructure with 200M+ Amazon products. Endpoints: category browsing, market metrics, product search, competitor lookup, realtime ASIN detail, AI review analysis, price band overview/detail, brand overview/detail, and product history. Use when user asks: what APIClaw can do, available API endpoints, how to get started, API capabilities overview, credit usage, or general commerce data questions. For deep Amazon product selection strategies and analysis workflows, use the Amazon-analysis-skill instead. Requires APICLAW_API_KEY.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/apiclaw/apiclaw-core📋 Live API Reference: Field names and parameters may change. If you encounter field errors, check the latest OpenAPI spec at https://apiclaw.io/api/v1/openapi-spec for current field definitions.
APIClaw — Commerce Data Infrastructure for AI Agents
200M+ Amazon products. 11 endpoints. One API key.
Quick Start
- Get key: apiclaw.io/api-keys (1,000 free credits)
export APICLAW_API_KEY='hms_live_xxx'- Base URL:
https://api.apiclaw.io/openapi/v2— all POST with JSON body - Auth:
Authorization: Bearer YOUR_API_KEY - New keys need 3-5s to activate. If 403, wait and retry.
⚠️ Critical API Pitfalls (ALL skills must follow)
- Keyword search is broad → MUST lock
categoryPathfirst viacategoriesendpoint - Brand/price-band queries MUST include --category to avoid cross-category contamination
- Revenue =
sampleAvgMonthlyRevenuedirectly. NEVER calculate avgPrice × totalSales (overestimates 30-70%) - Sales =
monthlySalesFloor(lower bound). Fallback: 300,000 / BSR^0.65, tag as 🔍 - Use API fields directly:
sampleOpportunityIndex,sampleTop10BrandSalesRate— never reinvent - reviews/analysis needs 50+ reviews; fallback to realtime ratingBreakdown
- Aggregation endpoints (price-band, brand) without categoryPath produce severely distorted data
- Price-band and brand endpoints only accept
keyword(not categoryPath) — cross-validate returned products
11 Endpoints
| # | Endpoint | Purpose | Key Output |
|---|---|---|---|
| 1 | categories | Browse/search category tree | categoryPath, productCount |
| 2 | markets/search | Market-level metrics | sampleAvgMonthlySales, sampleAvgPrice, topSalesRate, sampleNewSkuRate |
| 3 | products/search | Product search (14 modes) | asin, price, monthlySalesFloor, rating, ratingCount, fbaFee |
| 4 | products/competitors | Competitor discovery | same fields as products/search |
| 5 | realtime/product | Live ASIN detail | rating, features, bestsellersRank[], buyboxWinner.price, variants |
| 6 | reviews/analysis | AI review insights (11 dims) | sentimentDistribution, consumerInsights, topKeywords |
| 7 | products/price-band-overview | Price band summary | hottestBand, bestOpportunityBand, sampleOpportunityIndex |
| 8 | products/price-band-detail | Full 5-band distribution | priceBands[] with sales, brands, ratings per band |
| 9 | products/brand-overview | Brand concentration | sampleTop10BrandSalesRate (CR10), sampleBrandCount |
| 10 | products/brand-detail | Per-brand breakdown | brands[] with sales, revenue, sampleProducts |
| 11 | products/history | Time series (single ASIN per call) | timestamps[], price[], bsr[], monthlySalesFloor[], rating[], ratingCount[], sellerCount[], title/imageUrl/bestSeller/newRelease/aPlus/inventoryStatus changelogs |
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-apiclaw-apiclaw-core": {
"enabled": true,
"auto_update": true
}
}
}Related Skills
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Scan Amazon category landscapes to discover trending subcategories, emerging niches, and market shifts. Complements Daily Market Radar (defensive monitoring) with offensive trend discovery for product selection and market entry timing. Tracks demand surges, brand consolidation, new entrant waves, price band migration, and margin changes across all subcategories under a parent category. Use when user asks about: market trends, category trends, trending categories, what's hot, emerging categories, trend scanner, category trends, market trends, which categories are growing. Requires APICLAW_API_KEY.
Amazon Competitor Intelligence Monitor
Deep competitor intelligence for Amazon sellers with continuous monitoring. Two modes: Full Scan (complete analysis, 28-35 credits) and Quick Check (lightweight monitoring, 5-10 credits). Full Scan: 11 endpoints, competitor matrix, brand ranking, pricing, reviews, battle strategy. Quick Check: realtime/product polling, baseline diff, tiered alerts. Use when user asks about: competitor analysis, competitive landscape, competitor tracking, competitor monitoring, competitive intelligence, competitor comparison, benchmark, track competitor, spy on competitors, competitor analysis, competitor monitoring, competitor tracking. Requires APICLAW_API_KEY.
Amazon Listing Audit Pro — 8-Dimension Health Check
Comprehensive listing health check and optimization engine for Amazon sellers. Scores listings across 8 dimensions, benchmarks against category leaders, identifies keyword gaps, and generates data-backed improvement recommendations. Supports single ASIN or bulk audit (10-100+ ASINs for agencies). Uses all 11 APIClaw API endpoints with cross-validation. Use when user asks about: listing audit, listing optimization, listing score, listing quality, improve my listing, listing review, listing diagnosis, title optimization, bullet point optimization, keyword gaps, listing benchmark, A+ content, listing health check, listing comparison. Requires APICLAW_API_KEY.
Amazon Analysis — Full-Spectrum Research & Seller Intelligence
Amazon seller data analysis tool. Features: market research, product selection, competitor analysis, ASIN evaluation, pricing reference, category research. Uses {skill_base_dir}/scripts/apiclaw.py to call APIClaw API, requires APICLAW_API_KEY.
Amazon Market Entry Analyzer — GO/CAUTION/AVOID Verdicts
One-click market viability assessment for Amazon sellers. Analyzes market size, competition intensity, brand landscape, pricing structure, and consumer pain points to deliver a GO/CAUTION/AVOID recommendation. Uses all 11 APIClaw API endpoints with cross-validation for data-backed decisions. Use when user asks about: market entry, can I sell, should I enter, market viability, is this niche worth it, category analysis, market opportunity, market assessment, niche evaluation, product category research. Requires APICLAW_API_KEY.