Amazon Daily Market Radar — Automated Monitoring & Alerts
Automated daily market monitoring and alert system for Amazon sellers. Tracks price changes, new competitors, BSR movements, review spikes, stock-out signals, and market shifts. Designed for unattended agent automation. Uses all 11 APIClaw API endpoints with cross-validation. Use when user asks about: daily monitoring, market alerts, track competitors, price monitoring, BSR tracking, market changes, daily briefing, market watch, competitor alerts, review monitoring, stock alerts, market dashboard, daily report, market updates, what changed today. Requires APICLAW_API_KEY.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/apiclaw/amazon-daily-market-radarAPIClaw — Amazon Daily Market Radar
Set it. Forget it. Get alerted when it matters. Respond in user's language.
Files
| File | Purpose |
|---|---|
{skill_base_dir}/scripts/apiclaw.py | Execute for all API calls (run --help for params) |
{skill_base_dir}/references/reference.md | Load for exact field names or response structure |
{skill_base_dir}/data/ | Runtime: watchlist.json, last-run.json (auto-created) |
Credential
Required: APICLAW_API_KEY. Get free key at apiclaw.io/api-keys.
Input (First Run)
Collect in ONE message: ✅ my_asins (1-10) | 💡 competitor_asins (up to 20) | 📌 alert_preferences. Optional: keyword, category. Category is auto-detected from first tracked ASIN if not provided.
API Pitfalls (CRITICAL)
- Category auto-detection: categoryPath is auto-detected from tracked ASINs. If
category_sourcein output isinferred_from_search, confirm with user - All keyword-based endpoints MUST include
--category; ASIN-specific endpoints do NOT - Use API fields directly: revenue=
sampleAvgMonthlyRevenue(NEVER price×sales), sales=monthlySalesFloor, concentration=sampleTop10BrandSalesRate - reviews/analysis: needs 50+ reviews
- Aggregation without categoryPath: severely distorted data
Execution
daily-radar --asins "asin1,asin2,..." [--keyword X] [--category Y](composite, auto-detects category from ASINs)- Compare against
{skill_base_dir}/data/last-run.jsonfor change detection (first run = baseline only, no alerts) - Generate alert-prioritized briefing → save snapshot to
{skill_base_dir}/data/last-run.json
Alert Rules
| Level | Triggers |
|---|---|
| 🔴 RED | Price drop >10% by competitor; BSR crash >50% (yours); 1-star spike (3+ in 24h) |
| 🟡 YELLOW | New competitor in Top 20; competitor price change 5-10%; BSR change 20-50%; brand share shift >2% |
| 🟢 GREEN | Competitor stock-out; your review velocity up; price band opportunity shift |
Change Detection Logic
- Price change >5% → 🔴
- BSR move >20% → 🟡
- New ASINs in top 20 (vs last run) → 🟡
Growth signal validation:
- 📊 Sustained: 7+ days consistent direction
- 🔍 Possible signal: 2-3 days of change
- 💡 Single-day spike: could be promotion/restock
Change Interpretation Guide
| Metric | Normal Range | Action Trigger | Likely Cause |
|---|---|---|---|
| Price change | ±3% | >5% sustained 3+ days | Repricing strategy or promotion 🔍 |
| BSR shift | ±15% daily | >30% sustained or >50% single day | Stockout, promotion, or algorithm change 🔍 |
| Rating drop | ±0.1 | >0.2 in 7 days | Product quality issue or review attack 🔍 |
| Review velocity | ±20% | >50% spike | Vine program, review manipulation, or viral moment 🔍 |
| New entrant in Top 20 | 0-1/week | 3+ in one week | Market shift or seasonal demand 🔍 |
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-apiclaw-amazon-daily-market-radar": {
"enabled": true,
"auto_update": true
}
}
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