Amazon & Etsy Bestseller Product Research Engine — Find Winning Products in 5 Minutes

🛍️ Amazon & Etsy Bestseller Product Research Engine

Slug: amazon-etsy-product-research Category: E-Commerce / Product Research Powered by: Apify + Claude AI Input any niche. Get a complete product research report — bestsellers, pricing gaps, review weaknesses, search trends, profit margins & untapped opportunities — in minutes. Find your next winning product before your competitors do.

💥 Why This Skill Will Explode on ClawHub

Every dropshipper, Amazon FBA seller, Etsy creator, and e-commerce founder spends 20-40 hours/week manually researching products. That's the most painful, repetitive, high-stakes task in their business. This skill cuts that to 5 minutes. With better data than anything they'd find manually. What gets researched automatically: 🏆 Top 50 bestselling products in any niche (Amazon + Etsy combined) 💰 Real pricing data — average, min, max, optimal price point ⭐ Review gap analysis — what customers LOVE and HATE about existing products 📈 Search trend momentum — rising vs declining demand 🏭 Supplier intelligence — estimated production cost & profit margin 🔍 Keyword goldmine — top search terms driving sales 🚀 Untapped opportunity score — low competition, high demand niches 📦 Listing optimization tips — titles, tags, descriptions that rank

🛠️ Apify Actors Used

ActorIDPurposeAmazon Product Scraperjunglee/amazon-product-scraperBestsellers, pricing, reviews, BSR rankAmazon Reviews Scraperjunglee/amazon-reviews-scraperDeep review sentiment analysisEtsy Scraperemastra/etsy-scraperTop Etsy listings, sales estimates, tagsGoogle Trends Scraperemastra/google-trends-scraperDemand momentum & seasonal patternsGoogle Search Scraperapify/google-search-scraperMarket size, competitor brands, news

⚙️ Full Workflow

INPUT: Niche keyword + marketplace (Amazon / Etsy / Both) + budget range ↓ STEP 1 — Scrape Top 50 Bestsellers in the Niche └─ Amazon BSR rank, Etsy sales count, pricing, review volume ↓ STEP 2 — Deep Review Mining (1,000+ reviews analyzed) └─ What do buyers LOVE? What do they HATE? └─ Most mentioned complaints = your product improvement opportunity ↓ STEP 3 — Pricing Intelligence └─ Average price, price clustering, optimal entry price point └─ Identify underpriced gaps and premium opportunities ↓ STEP 4 — Google Trends Analysis └─ Is demand rising or declining? └─ Seasonal peaks, emerging micro-trends ↓ STEP 5 — Keyword & SEO Analysis └─ Top search terms, long-tail opportunities, low-competition keywords ↓ STEP 6 — Profit Margin Estimation └─ Estimated COGS based on product type & complexity └─ Realistic margin after platform fees, shipping, ads ↓ STEP 7 — Claude AI Generates Full Opportunity Report └─ Top 10 product opportunities ranked by score └─ Review gap = your product angle └─ Exact listing strategy to outrank existing sellers ↓ OUTPUT: Ranked product list + full opportunity report (JSON / Markdown / CSV)

📥 Inputs

{ "niche": "minimalist home decor", "marketplace": "both", "price_range": { "min": 15, "max": 80 }, "target_margin": 40, "exclude_brands": ["IKEA", "Amazon Basics"], "research_depth": { "max_products": 50, "reviews_per_product": 100, "lookback_days": 90 }, "apify_token": "YOUR_APIFY_TOKEN" }

📤 Output Example

{ "niche": "minimalist home decor", "market_overview": { "total_products_analyzed": 50, "average_price": "$34.50", "average_reviews": 847, "market_trend": "📈 Rising +23% YoY", "competition_level": "🟡 Medium", "best_entry_price_point": "$24.99 - $39.99" }, "top_opportunities": [ { "rank": 1, "opportunity_score": 94, "product_idea": "Minimalist Wooden Desk Organizer with Hidden Wireless Charger", "why_it_wins": "Top 3 complaints in 800+ reviews of existing organizers: 'no cable management', 'takes up too much space', 'no charging'. Zero products currently solve all 3.", "estimated_price": "$39.99", "estimated_cogs": "$11.00", "estimated_margin": "62%", "monthly_search_volume": "28,400", "top_competitors": 4, "review_gap": { "buyers_love": ["clean design", "sturdy wood", "good size"], "buyers_hate": ["no wireless charging", "cables everywhere", "too bulky"], "your_angle": "Same minimalist aesthetic + built-in wireless charging pad + cable routing" }, "listing_strategy": { "title": "Minimalist Wooden Desk Organizer with Wireless Charger — Cable-Free Workspace Storage for Home Office", "top_keywords": ["desk organizer", "wireless charging desk organizer", "minimalist office accessories", "wooden desk storage"], "price_to_win": "$37.99 (undercut leader by $4 while adding features)" } }, { "rank": 2, "opportunity_score": 87, "product_idea": "Expandable Minimalist Spice Rack — Bamboo, No Assembly", "why_it_wins": "Best seller has 2,400 reviews. #1 complaint (340 reviews): 'took 45 min to assemble, instructions terrible'. Opportunity: same product, tool-free snap assembly.", "estimated_price": "$28.99", "estimated_cogs": "$7.50", "estimated_margin": "58%", "monthly_search_volume": "41,200", "top_competitors": 6, "review_gap": { "buyers_love": ["looks great", "holds a lot", "bamboo quality"], "buyers_hate": ["horrible assembly", "screws stripped", "instructions useless"], "your_angle": "Snap-fit bamboo construction — zero tools, 60 seconds to set up" } } ], "keyword_goldmine": [ { "keyword": "minimalist desk organizer", "volume": 28400, "competition": "medium", "trend": "rising" }, { "keyword": "aesthetic home office accessories", "volume": 18700, "competition": "low", "trend": "rising +41%" }, { "keyword": "bamboo desk storage", "volume": 12300, "competition": "low", "trend": "stable" } ], "seasonal_insights": { "peak_months": ["October", "November", "January"], "advice": "Launch by September to catch Q4 gifting season — this niche sees 3x volume in November" }, "sourcing_intelligence": { "recommended_platforms": ["Alibaba", "1688.com", "AliExpress"], "estimated_moq": "50-200 units for custom branding", "avg_sample_cost": "$15-30", "production_lead_time": "15-25 days" } }

🧠 Claude AI Master Prompt

• You are a world-class Amazon FBA and Etsy product research expert.
• SCRAPED MARKETPLACE DATA:
• Bestsellers: {{bestsellers_data}}
• Review analysis: {{reviews_data}}
• Pricing data: {{pricing_data}}
• Google Trends: {{trends_data}}
• Keyword data: {{keyword_data}}
• RESEARCH PARAMETERS:
• Niche: {{niche}}
• Target price range: {{price_range}}
• Target margin: {{target_margin}}%
• GENERATE:
• 1. Market overview — average price, competition level, trend direction
• 2. Top 10 product opportunities ranked by opportunity score (0-100)
• For each opportunity include:
• - Why it wins (review gap + market gap)
• - Estimated price, COGS, and margin
• - Exact buyer complaints that become your product USP
• - Listing strategy: optimized title + top 5 keywords + recommended price
• 3. Keyword goldmine — top 10 search terms with volume, competition & trend
• 4. Seasonal insights — when to launch and peak months
• 5. Sourcing intelligence — where to source, MOQ, lead time estimates
• SCORING CRITERIA (weight each):
• Review gap score (30%) — how many complaints can you fix?
• Demand trend (25%) — is search volume rising?
• Competition density (25%) — how many strong sellers dominate?
• Margin potential (20%) — can you hit the target margin?
• OUTPUT: Valid JSON only. No markdown. No preamble.

💰 Cost Estimate

Research RunsApify CUCostNiches Researched1 niche~45 CU~$0.451 full report5 niches~220 CU~$2.205 full reports20 niches~880 CU~$8.8020 full reports100 niches~4,300 CU~$43100 full reports 💡 $5 free Apify credits on signup = your first 10 niche reports completely free. 👉 https://www.apify.com?fpr=dx06p

🔗 Who Makes Money With This Skill

UserHow They Use ItRevenue PotentialAmazon FBA SellerFind next winning product before competitors$5K-$50K/month per productEtsy CreatorIdentify trending niches with low competition$2K-$15K/month passiveDropshipperValidate products before buying inventoryAvoid $000s in bad stockProduct Research AgencySell reports to clients at $200-$500 each$5K-$20K/month serviceE-com ConsultantBundle into strategy package$2K-$10K per engagementPrivate Label BrandSource & brand winning productsBuild 6-7 figure brand

📊 Why This Beats Every Existing Research Tool

FeatureHelium10 ($99/mo)Jungle Scout ($69/mo)This SkillAmazon data✅✅✅Etsy data❌❌✅Review gap analysis❌❌✅AI-generated product angle❌❌✅Listing strategy included❌❌✅Monthly subscription$99/mo$69/mo~$0.45/runWorks for any niche instantly✅✅✅

🚀 Setup in 3 Steps

Step 1 — Get your Apify API Token Sign up free → https://www.apify.com?fpr=dx06p Go to: Settings → Integrations → API Token Step 2 — Define your niche & parameters Keyword, marketplace, price range, target margin. The more specific, the better. Step 3 — Run & get your report Full opportunity report with ranked products in under 5 minutes.

⚡ Pro Tips to Find Winning Products Faster

Focus on products with 500+ reviews AND a 3.8-4.2★ rating — enough demand, enough complaints to improve on The best opportunity is always in the reviews — sort by 1-3 stars and read 50 complaints Target the #2 or #3 bestseller, not #1 — easier to dethrone, same demand Launch in October for Q4 — home decor, gifts & organizers 3x in November Start with Etsy to validate — lower ad costs, faster feedback loop than Amazon

🏷️ Tags

amazon etsy product-research ecommerce dropshipping fba private-label apify bestseller market-research product-validation keyword-research Powered by Apify + Claude AI