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Market Radar — Daily Trend Scanner

Scans Amazon parent-category submarkets for demand, competition, and pricing trends using the APICLAW_API_KEY.

61|9|Updated Mar 13, 2026

Search Tags:#competitive intelligence #market trends #product discovery #amazon #demand signals #category analysis #subcategor y scanning

Ready to run

npx skills add https://github.com/SerendipityOneInc/APIClaw-Skills --skill market-radar-daily-trend-scanner

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Market Radar — Daily Trend Scanner
Source: https://github.com/SerendipityOneInc/APIClaw-Skills/tree/main/amazon-market-trend-scanner
Command: npx skills add https://github.com/SerendipityOneInc/APIClaw-Skills --skill market-radar-daily-trend-scanner

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

It helps you spot fast-growing Amazon category and subcategory trends early, so you can time product selection and market entry based on shifting demand, competition, and margins.

Core Features & Use Cases

Parent-to-subcategory trend scanning: analyzes all subcategories under a parent category, not just individual ASINs.
7 key subcategory metrics + trend signals: surfaces demand surges, red-ocean risks, new entrant waves, brand loosening, and price/margin shifts.
Two modes for different jobs: runs a full discovery scan or a quicker scheduled check to keep monitoring watchlists.
Emerging product detection: identifies emerging and new-release products inside the hottest subcategories.

Quick Start

Scan Pet Supplies for trending subcategories and show the hottest subcategories with risk alerts and emerging product picks.

Frequently Asked Questions about Market Radar — Daily Trend Scanner

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I find rising Amazon categories for product selection?▼

Amazon competitive intelligence scanning works by resolving category paths via the categories endpoint, then querying markets/search and products/search to evaluate demand, competition, brand concentration, and margin shifts. It generates trend-ranked results with baseline comparisons to alert you of rising subcategories.

How do I scan Amazon subcategories for demand signals and new entrant waves?▼

Yes, you can monitor Amazon category trends on a schedule using the quick scheduled check mode. This mode keeps watchlists updated by running baseline comparisons against your tracked subcategories, alerting you to demand shifts, increased competition, and emerging product releases without requiring a full discovery scan.

Do I need an API key to scan Amazon market trends?▼

The best way to monitor market entry timing is to evaluate new-entrant waves, brand concentration loosening, and shifting margins within target subcategories. By comparing these baseline metrics over time, you can identify red-ocean risks and spot fast-growing niches before making product selection decisions.

Can I detect emerging products inside specific Amazon subcategories?▼

Amazon category trend analysis is limited by its focus on subcategory-level metrics rather than individual ASIN tracking. It requires resolving category paths first via the categories endpoint, meaning broad or unstructured searches outside defined parent categories will not yield trend-ranked results or baseline comparisons.