Amazon Product Research

Find winning products before they blow up. Price trends, BSR rankings, competitor gaps, and review sentiment—everything a product manager or seller needs for data-driven decisions.

Amazon is a goldmine of market signals: what's selling, what customers hate, pricing elasticity, and where the gaps are. This actor gives you the full picture—BSR rankings by category, price history, review sentiment, competitor analysis, and opportunity detection so you can identify products to build, source, or improve.

⚡ What You Get

Amazon Product Intelligence
├── Product: "AI Writing Assistant Keyboard"
├── ASIN: B0123456789
├── Price Tracking
│   ├── Current: $39.99
│   ├── 30-Day Range: $34.99 - $49.99
│   ├── Elasticity Trend: Buyers price-sensitive below $37
│   └── Competitor Avg: $44.99
├── Sales Rank Performance
│   ├── Overall BSR: #1,247 (Electronics)
│   ├── Sub-Category: #42 (Input Devices)
│   ├── Trend: Rising (was #2,104 30 days ago)
│   └── Estimated Monthly Sales: 18,500 units
├── Review Intelligence 👈 This shows what customers actually care about
│   ├── Rating: 4.3/5 (2,847 reviews)
│   ├── 5-Star: 58% ("Works perfectly", "Game-changer")
│   ├── 3-Star: 18% ("Average, does the job")
│   ├── 1-Star: 8% ("Connectivity issues", "Poor support")
│   └── Top Complaint: "Only 2-hour battery life"
├── Competitive Landscape
│   ├── Direct Competitors: 12 similar products
│   ├── Market Leader: Brand X (BSR #89, $54.99, 4.6★, 8,932 reviews)
│   ├── Opportunity Gap: Your price is competitive, but...
│   └── Unmet Need: 1,247 reviews mention "longer battery" as #1 wish
├── Keyword Performance
│   ├── Top Search Terms: "AI keyboard", "smart keyboard", "writing assistant"
│   ├── Search Volume Estimate: 24,000/month
│   └── Your Visibility: Ranking #3 for "AI keyboard" (good, not great)
└── Market Opportunity
    ├── Estimated TAM: $127M annually
    ├── Growth: +34% YoY
    ├── You're capturing: ~1.3% of market
    └── Next move: Add longer battery, improve support, capture 3-5%

🎯 Use Cases

• Product Managers: Hunt for product ideas. Find categories with rising BSRs, identify customer pain points from reviews, and spot gaps competitors haven't filled.
• E-Commerce Sellers: Optimize pricing. See what price point maximizes conversions without leaving money on the table. Monitor competitors' pricing in real-time.
• Market Researchers: Understand demand. BSR trends show real purchasing behavior, not hypothetical surveys. Review sentiment shows what features actually matter.
• Investors: Evaluate market opportunities. See which product categories are growing, which are saturated, and where the money flows.
• Brand Teams: Competitive benchmarking. How do your products stack up against competitors? Where's the gap? What are customers saying you do wrong?

📊 Sample Output

{
  "asin": "B0123456789",
  "product_title": "AI Writing Assistant Keyboard",
  "brand": "TechBrand",
  "category": "Electronics > Input Devices",
  "current_price_usd": 39.99,
  "price_history": {
    "30_day_high": 49.99,
    "30_day_low": 34.99,
    "average": 41.23
  },
  "sales_rank": {
    "overall": 1247,
    "sub_category": 42,
    "trend": "rising",
    "days_change": -857
  },
  "estimated_monthly_sales": 18500,
  "reviews": {
    "total_count": 2847,
    "rating": 4.3,
    "rating_distribution": {
      "5_star": 58,
      "4_star": 16,
      "3_star": 18,
      "2_star": 5,
      "1_star": 8
    }
  },
  "top_complaints": [
    {"complaint": "Battery life only 2 hours", "frequency": 234},
    {"complaint": "Connectivity drops randomly", "frequency": 156}
  ],
  "top_praise": [
    {"praise": "Works perfectly out of box", "frequency": 487},
    {"praise": "Game-changer for productivity", "frequency": 312}
  ],
  "competitors": [
    {
      "asin": "B0987654321",
      "title": "Brand X AI Keyboard Pro",
      "price": 54.99,
      "rating": 4.6,
      "bsr": 89,
      "review_count": 8932
    }
  ],
  "keywords": [
    {"term": "AI keyboard", "search_volume": 18400, "ranking_position": 3},
    {"term": "smart keyboard", "search_volume": 12100, "ranking_position": 8}
  ],
  "market_analysis": {
    "tam_usd": 127000000,
    "yoy_growth_percent": 34,
    "market_saturation": "moderate",
    "opportunity_score": 7.8
  }
}

Field Descriptions:

• sales_rank: Current BSR and trend direction (lower is better)
• estimated_monthly_sales: Calculated from reviews, rating, and BSR
• top_complaints: What customers consistently complain about (your roadmap)
• competitors: Full competitive set with direct comparison
• opportunity_score: Our algorithm's assessment of market attractiveness (0-10)

🔗 Integrations & Automation

Slack Alerts: Price drops 10%? Your competitor launches? BSR spikes? Get Slack notifications instantly.

Email Daily Brief: Morning summary of price changes, competitor moves, and new review complaints for your category.

Webhook to Zapier/Make: Auto-update your spreadsheets, feed product data to your analytics platform.

MCP Compatible: Use with AI agents. Let them analyze competitive landscapes and suggest pricing strategies.

REST API: Automate daily scans. Build live dashboards. Feed into your data warehouse.

See integration docs →

🔌 Works Great With

• Crunchbase Company Scraper — Find competitors, understand their funding, predict their next moves.
• Product Review Aggregator — Expand beyond Amazon. Compare reviews across Walmart, Best Buy, retail sites.
• Website Tech Stack Detector — Check what tech your competitors are building with.
• Job Board Aggregator — See if competitors are hiring. Their job posts reveal roadmap.

💰 Cost & Performance

Typical run: 100 products with full analysis in 3 minutes for ~$3.45.

That's $0.035 per product — less than one coffee break for one person to manually research.

Compare to manual: One person researching 100 products = 20+ hours of work. At $30/hour, that's $600. Our cost: $3.45. Plus we're 100x faster and do this daily.

🛡️ Built Right

• Residential proxies bypass Amazon anti-bot detection
• JavaScript rendering captures dynamic content (prices, reviews, ratings)
• Rate limiting respects Amazon's infrastructure
• Review parsing extracts sentiment, complaint patterns, and praise themes
• Real-time price tracking with historical comparison
• BSR calculation based on Amazon's official ranking algorithms

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Fresh data. Zero guesswork. Be the first to know.

📧 Email alerts · 🔗 Webhook triggers · 🤖 MCP compatible · 📡 API access

Built by Creator Fusion — OSINT tools that actually work.