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🛒 Temu Product Scraper | $3/1K | Demand Score, Profit Margin

⚡ Use this Actor in n8n — no code

Building no-code workflows in n8n? Install our official community node and drop this Actor straight onto your canvas:

📦 n8n-nodes-apivault-temu

Setup (30 seconds): in n8n go to Settings → Community Nodes → Install, paste n8n-nodes-apivault-temu and confirm → add the new node to your workflow → paste your Apify API token → fill in the input and run.

Real-time Temu product scraper plus 14 layers of dropshipping intelligence: USD-normalized prices, parsed sold counts, demand score 0-100, profit margin estimator, hot product score, auto-categorization, trend detection, risk flags, and one-click research links — all in one $0.003/product call.

Built for dropshippers, Shopify migrators, Amazon arbitrage sellers, niche store builders, affiliate marketers, and product trend analysts.

✨ What you get for $0.003 per product

⭐ Core (Temu)

• Title, current price, original price, discount %
• Rating, reviews count, sold count (Temu's signature metric)
• Shop / seller, description, category
• Shipping info, availability, main image, image gallery, variants

💵 Price normalizer (USD-converted)

• priceUsd, originalPriceUsd, priceLocal, currency
• 10 currencies: USD/EUR/GBP/CAD/AUD/JPY/INR/BRL/MXN/PLN
• discountPct, savingsUsd

🔥 Sold count + reviews count parsed to integers

• 10K+ → soldCountInt: 10000
• 1.2M+ → soldCountInt: 1200000
• soldCountTier — viral / hot / warm / cool / cold

📊 Demand score (0-100) + tier + reasons

Composite of sold × rating × reviews × discount aggressiveness:

• demandTier — cold / warm / hot / scorching
• demandScoreReasons[] — explainable signals

💰 Profit margin estimator

Assumes retail = Temu cost × markup (configurable, default 3×):

• estimatedRetailUsd — suggested Shopify/Amazon price
• estimatedGrossProfitUsd, estimatedProfitMarginPct
• arbitrage_tier — low / medium / high / unicorn (≥65% margin + ≥10K sold)

🎯 Hot product score (0-100) + tier + reasons

The "should I add this to my Shopify?" composite — combines demand, margin, free shipping, photos, variants, and risk penalties.

🏷️ Auto-categorization (15 categories)

electronics / fashion_women / fashion_men / fashion_unisex / home_kitchen / home_decor / home_garden / beauty / baby_kids / toys_games / pet_supplies / sports_outdoor / automotive / office_school / tools_hardware

🚀 Trend detection

• isTrending — sold ≥ 10K AND rating ≥ 4.4

⚠️ Risk flags

• riskLowReviews, riskNewListing, riskPoorRating, riskSeasonal
• riskCount

📦 Image gallery + Variants

• images[] (up to 10), imagesCount
• variants{color: [...], size: [...]}, colorOptions, sizeOptions

🚚 Shipping parser

• freeShipping boolean
• freeShippingThresholdUsd
• shippingDaysMin, shippingDaysMax

📞 One-click research links

• aliexpress_search_url — find original supplier
• amazon_search_url — check competitor pricing
• ebay_search_url, google_shopping_url
• tiktok_search_url — viral content potential
• youtube_review_search_url — "[product] review"
• pinterest_search_url — organic traffic potential

📊 Free aggregate KV records on bulk runs

SUMMARY — avg/median/min/max price, by_category, by_demand_tier, by_arbitrage_tier, total units sold across run, trending count, free-shipping count.

TOP_PRODUCTS — top 20 products sorted by hotProductScore (your daily "best dropshipping picks" digest).

📦 Input

Basic

{
"productUrls":[
"https://www.temu.com/wireless-bluetooth-earbuds-g-601099527041816.html",
"601099527041999"
]
}

Dropshipping prospecting (recommended preset)

{
"productUrls":["..."],
"minHotProductScore":60,
"onlyFreeShipping":true,
"retailMarkup":"3.5",
"exportFormat":"shopify-csv"
}

Returns only products scoring ≥60 with free shipping, ready as a Shopify Product CSV for direct import.

Multi-format outputs

All input parameters

📖 Sample Output

{
"success":true,
"productUrl":"https://www.temu.com/wireless-bluetooth-earbuds-g-601099527041816.html",
"productId":"601099527041816",
"title":"Wireless Bluetooth Earbuds with Charging Case",
"shopName":"TopTech Store",
"category":"Electronics > Audio > Earbuds",
"autoCategory":"electronics",
"priceText":"US$10.99",
"priceUsd":10.99,
"currency":"USD",
"originalPriceUsd":24.99,
"discountPct":56,
"savingsUsd":14.00,
"rating":4.8,
"soldCountText":"50K+",
"soldCountInt":50000,
"soldCountTier":"hot",
"reviewsCountInt":12000,
"freeShipping":true,
"freeShippingThresholdUsd":10,
"shippingDaysMin":5,
"shippingDaysMax":12,
"images":[
"https://img.temu.com/o/abc.jpg",
"https://img.temu.com/o/def.jpg",
"..."
],
"imagesCount":8,
"variants":{
"color":["Black","White","Blue"],
"size":["Standard"]
},
"variantsCount":4,
"demandScore":85,
"demandTier":"scorching",
"demandScoreReasons":[
"50,000+ sold (hot)",
"4.8★ exceptional",
"12,000+ reviews",
"-56% discount on volume mover"
],
"estimatedRetailUsd":32.97,
"estimatedGrossProfitUsd":21.98,
"estimatedProfitMarginPct":66.7,
"arbitrage_tier":"unicorn",
"assumedMarkup":3.0,
"hotProductScore":88,
"hotProductTier":"scorching",
"hotProductReasons":[
"high demand (85)",
"66% margin",
"free shipping",
"good photos",
"variants available"
],
"isTrending":true,
"riskLowReviews":false,
"riskNewListing":false,
"riskCount":0,
"outreachLinks":{
"aliexpress_search_url":"https://www.aliexpress.com/wholesale?SearchText=Wireless+Bluetooth+Earbuds+with+Charging+Case",
"amazon_search_url":"https://www.amazon.com/s?k=Wireless+Bluetooth+Earbuds+with+Charging+Case",
"tiktok_search_url":"https://www.tiktok.com/search?q=Wireless+Bluetooth+Earbuds+with+Charging+Case",
"youtube_review_search_url":"https://www.youtube.com/results?search_query=Wireless+Bluetooth+Earbuds+review"
}
}

💼 Use cases

🥇 Dropshipping product research

• Filter hotProductTier = "scorching" for best Shopify candidates
• Filter arbitrage_tier = "unicorn" for ≥65% margin + ≥10K sold
• Use tiktok_search_url to validate viral potential
• Use aliexpress_search_url to find original supplier (often cheaper)

💰 Shopify migration (one-click)

{"productUrls":[...],"exportFormat":"shopify-csv"}

Returns Shopify Product CSV rows ready to upload via Admin → Products → Import.

📊 Google Shopping ads feed

{"productUrls":[...],"exportFormat":"google-merchant"}

Drop straight into Google Merchant Center.

📈 Trend spotting

• Filter isTrending = true for daily fresh hot products
• Use TOP_PRODUCTS digest for sales-ops dashboard

🔍 Niche category prospecting

• extractCategory: true + autoCategory filter
• Find best beauty / pet / home picks

⚠️ Risk audit

• riskCount > 0 flags: low reviews, new listings, poor rating, seasonal
• Drop these before bulk-importing

💰 Pricing

Pay only for successfully scraped products.

⚡ How it works

1. Submit product URLs to a real-time rendering engine on Apify infra
2. The engine returns structured fields (title, price, sold count, ...)
3. Two-pass enrichment: 14 derived layers computed from the response
4. Apply server-side filters (minHotProductScore, onlyTrending, etc.)
5. Export in default / shopify-csv / google-merchant shape
6. Write SUMMARY + TOP_PRODUCTS to KV store (free)

Typical: ~15-30 seconds per product.

❓ FAQ

Q: Do I need a Temu account? A: No. The actor scrapes public product pages.

Q: How accurate is estimatedProfitMarginPct? A: It's a heuristic based on a configurable markup. Default 3× is the industry rule for Amazon/Shopify dropshipping. eBay/Mercari dropshippers should use 1.8-2.2; niche/branded stores use 4-6. Set via retailMarkup.

Q: How accurate is soldCountInt? A: Temu shows bucketed values like "10K+", "50K+". The parser converts these to the lower bound (10K+ → 10000). Set soldCountIsBucket: true in the output to indicate this is an approximation.

Q: Can I get the actual photos for Shopify import? A: Yes — set extractImages: true to get up to 10 image URLs per product in the images[] field. Shopify CSV export uses these automatically.

Q: Does it work for non-US Temu (eu.temu.com / temu.de)? A: Yes — the actor parses prices in 10 currencies (EUR/GBP/CAD/...) and auto-converts to USD for sortable comparison.

Q: Why are some products success: false? A: Temu is sensitive to aggressive parallelism. Lower maxConcurrency to 2-3 and rerun. Failed requests are still pushed (with success: false) but don't trigger pay-per-event charging.

🔗 Related Actors

• TikTok Shop Scraper — paired Asian marketplace coverage
• Amazon Product Scraper — competitor pricing
• Shopify Store Analyzer — analyze your Shopify competitors
• Newegg Product Scraper — electronics-focused alt

📞 Support

Open an issue on the actor's Apify page or message via Apify.