📦 Amazon Breakout Products & Hidden Trend Radar

The automated product hunting engine for Amazon FBA sellers, dropshippers, and e-commerce brands. Automatically discover breakout products gaining sudden sales velocity across Amazon's hourly trend feeds (Hot New Releases, Most Wished For, and Category Best Sellers) before market saturation.

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💡 Why Amazon Trend Finder?

Winning in e-commerce is all about timing. Finding a trending product after it has 10,000 reviews and 200 competing Chinese sellers means razor-thin margins and aggressive ad spend wars.

The true "Gold Mine" in e-commerce are Breakout Products:

• High sales rank (Top 50 in category)
• Fast-rising demand
• Low review counts (under 100 or 200 reviews)

Amazon updates its dedicated trend feeds every single hour:

• Hot New Releases: The fastest-selling newly launched products in each category.
• Most Wished For: Products customers are actively saving to gift registries and wishlists (leading indicators of future purchase explosions).
• Category Best Sellers: The absolute volume leaders across major Amazon departments.

Amazon Trend Finder monitors these feeds automatically, parses real-time pricing and sales ranks, and calculates proprietary Breakout Opportunity Scores (0-100) to reveal virgin market opportunities in seconds.

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🚀 Key Features

• ⚡ Hourly Trend Feed Monitoring: Scans Amazon's live, hourly updated feeds (Hot New Releases, Most Wished For, Best Sellers) across 13+ retail departments.
• 🎯 Proprietary Breakout Opportunity Score (0-100): Evaluates high sales rank vs. review saturation barrier:
  • 🔥 VIRAL BREAKOUT: Top-rank sales with minimal competitor review moat.
  • 🚀 HIGH POTENTIAL BREAKOUT: Rapidly ascending product with low incumbent barrier.
  • 📈 TRENDING GROWTH: Consistent upward velocity.
• 💰 BSR & Monthly Revenue Estimator: Calculates estimated monthly sales unit volume and monthly gross revenue ($ USD) for every discovered item.
• 🔍 Low-Competition Review Filter: Filter by max_reviews (e.g. <= 150) to instantly cut through legacy sellers and isolate uncrowded niches.
• 💵 Profit Margin Price Filter: Set minimum price thresholds (e.g. $20.00+) to ensure healthy FBA margins.
• 🛡️ Built-in Anti-Bot Stealth: Powered by TLS browser impersonation for 100% reliable data delivery with zero CAPTCHAs.

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📥 Input Parameters

Parameter	Type	Default	Description
categories	Array of Strings	["beauty", "kitchen", "electronics"]	Departments to scan: beauty, kitchen, electronics, home-garden, toys-and-games, pet-supplies, sports-and-outdoors, clothing, office-products, tools, video-games, baby-products, health-and-household.
feed_types	Array of Strings	["new-releases", "most-wished-for"]	Amazon feeds to extract: new-releases (Hot New Releases), most-wished-for (Most Wished For), bestsellers (Best Sellers).
max_products_per_feed	Integer	30	Number of top trending products to extract per feed/department (up to 50).
min_price	Number	0.0	Minimum retail price ($ USD) to filter out cheap impulse items.
max_reviews	Integer	0	Return only products with fewer reviews than this limit (e.g. 200) to find low-competition opportunities. (0 = disable).
proxyConfiguration	Object	{"useApifyProxy": true}	Apify Proxy settings for seamless high-speed extraction.

Example Input:

{
  "categories": ["beauty", "kitchen", "pet-supplies"],
  "feed_types": ["new-releases", "most-wished-for"],
  "max_products_per_feed": 30,
  "min_price": 19.99,
  "max_reviews": 150
}

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📤 Output Data Fields

Every discovered product dossier includes full trend metrics and opportunity intelligence:

{
  "asin": "B0DFK1L49Q",
  "title": "Collagen Peptide Lip Treatment & Plumping Gloss",
  "rank": 4,
  "feed_type": "Hot New Releases",
  "category": "Beauty & Personal Care",
  "category_key": "beauty",
  "price": 24.99,
  "currency": "USD",
  "rating": 4.8,
  "review_count": 42,
  "opportunity_score": 92,
  "opportunity_verdict": "🔥 VIRAL BREAKOUT (Top Rank + Low Competition)",
  "estimated_monthly_sales": 7000,
  "estimated_monthly_revenue_usd": 174930.0,
  "product_url": "https://www.amazon.com/dp/B0DFK1L49Q",
  "image_url": "https://m.media-amazon.com/images/I/61abc123.jpg",
  "scraped_at": "2026-09-11T04:15:00.000Z"
}

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🎯 Use Cases

1. Amazon FBA & Private Label Sellers: Spot product categories experiencing surging organic demand before competitors flood the market.
2. TikTok Shop & Dropshippers: Find viral impulse items with proof of high purchase intent and existing supplier margins.
3. Retail Arbitrage & Wholesale: Track sudden velocity spikes and demand shifts to inform inventory procurement.
4. Market Research & Brand Intelligence: Monitor competitor product launches and consumer wishlist sentiment across major retail categories.

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⚖️ License & Ethical Scraping

This Actor extracts publicly accessible catalog rankings and product information published openly by Amazon. Please follow terms of service and best practices when utilizing automated web data collection tools.