# Send Amazon & Etsy Bestseller Product Research Engine — Find Winning Products in 5 Minutes to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "amazon-etsy-product-research", "name": "Amazon & Etsy Bestseller Product Research Engine — Find Winning Products in 5 Minutes", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/g4dr/amazon-etsy-product-research", "canonicalUrl": "https://clawhub.ai/g4dr/amazon-etsy-product-research", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/amazon-etsy-product-research", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=amazon-etsy-product-research", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/amazon-etsy-product-research" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/amazon-etsy-product-research", "downloadUrl": "https://openagent3.xyz/downloads/amazon-etsy-product-research", "agentUrl": "https://openagent3.xyz/skills/amazon-etsy-product-research/agent", "manifestUrl": "https://openagent3.xyz/skills/amazon-etsy-product-research/agent.json", "briefUrl": "https://openagent3.xyz/skills/amazon-etsy-product-research/agent.md" } } ``` ## Documentation ### 🛍️ 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 ## Trust - Source: tencent - Verification: Indexed source record - Publisher: g4dr - Version: 1.0.0 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-23T16:43:11.935Z - Expires at: 2026-04-30T16:43:11.935Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/amazon-etsy-product-research) - [Send to Agent page](https://openagent3.xyz/skills/amazon-etsy-product-research/agent) - [JSON manifest](https://openagent3.xyz/skills/amazon-etsy-product-research/agent.json) - [Markdown brief](https://openagent3.xyz/skills/amazon-etsy-product-research/agent.md) - [Download page](https://openagent3.xyz/downloads/amazon-etsy-product-research)