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$23.4B US Sales (2026) · 80M+ Shoppers · 500K+ Sellers · Fastest Growing Social Commerce

TikTok Shop Data Scraping Products · Creators · Viral

Extract product listings, pricing, sales volume, creator affiliate data, live shopping events, viral trending products, and seller intelligence from TikTok Shop — the fastest-growing social commerce platform in the US with $23.4B projected sales in 2026.

Creator/affiliate data Live shopping tracking Viral product detection Plans from $500/mo
$23.4B US Sales (2026 Est.)
80M+ US Shoppers
500K+ US Sellers
15M+ Products Listed
Creator Affiliate Tracking
🔥 Fastest Growing
What We Scrape

Everything TikTok Shop Shows — We Extract It All

From viral product listings to creator affiliate data, live shopping events to seller intelligence — every data point from the fastest-growing social commerce platform.
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Product Listings

Product name, price, original price, discount, flash sale price, sold count, SKU, images, description, shipping info.
  • 15M+ products tracked
  • Price change monitoring
  • Discount pattern analysis
  • Flash sale detection
  • Shipping cost tracking
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Viral & Trending Products

Trending items, most sold this week, viral products, GMV leaders, rising products, flash deal items.
  • Viral product detection
  • Trend velocity tracking
  • Sales spike alerts
  • "Sold 1M+" product tracking
  • Category trending
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Creator & Affiliate Data

Creator name, follower count, products promoted, commission rates, video performance, estimated GMV attribution.
  • Top creator discovery
  • Affiliate commission rates
  • Creator-product mapping
  • GMV per creator
  • Video performance metrics
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Live Shopping Events

Live stream products, real-time pricing, viewer count, items sold during live, creator info, live duration.
  • Real-time live monitoring
  • Sales velocity per stream
  • Viewer engagement metrics
  • Creator live performance
  • Product showcase tracking
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Seller & Shop Profiles

Shop name, rating, follower count, product count, response rate, ship-on-time rate, return rate, badge status.
  • 500K+ sellers tracked
  • Performance benchmarking
  • New seller detection
  • Seller rating trends
  • Top seller identification
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Reviews & Ratings

Star rating, review count, review text, photo/video reviews, buyer verification, size feedback, quality ratings.
  • AI sentiment analysis
  • Photo/video review mining
  • Rating trends over time
  • Fake review detection
  • Quality perception signals
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Sales Volume & GMV

Total units sold, daily/weekly sales velocity, estimated GMV, sales rank by category, conversion signals.
  • Sales velocity tracking
  • GMV estimation
  • Category rank monitoring
  • Daily sales trends
  • Demand forecasting data
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Deals & Flash Sales

Flash deals, limited-time offers, coupon codes, bundle discounts, coin rewards, new user deals.
  • Flash deal monitoring
  • Coupon code tracking
  • Bundle deal analysis
  • Coin reward mechanics
  • New user offer tracking
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Category & Rankings

Category rankings, best sellers by category, new arrivals, price distribution, top shops per category.
  • Category intelligence
  • Niche discovery
  • Market sizing by category
  • Price range analysis
  • Competitive density mapping
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Affiliate Marketplace

Affiliate program data — commission rates, creator targets, sample availability, collaboration types, open vs invite.
  • Commission rate benchmarks
  • Top affiliate products
  • Creator collaboration data
  • Sample program tracking
  • Affiliate ROI signals
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Cross-Border & Global

Same products across US, UK, SEA TikTok Shop markets — pricing, availability, seller differences by region.
  • US vs UK vs SEA pricing
  • Cross-border seller mapping
  • Regional availability gaps
  • Currency comparison
  • Market expansion intel
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TikTok Ads & Promoted

Promoted products in TikTok Shop, ad placements, branded content, spark ads with product links, ad spend signals.
  • Promoted product tracking
  • Ad spend estimation
  • Branded content detection
  • Spark ad analysis
  • Competitor ad intel
Data Fields — Complete Reference

Every TikTok Shop Data Field We Extract

Comprehensive field-level detail — product listings, creator affiliates, live shopping, seller profiles, sales volume. All cleaned and delivered.
Category Fields Extracted
🛍️ PRODUCT LISTINGS
Core Product product_id, title, description, price, original_price, discount_%, flash_sale_price, images[], video_url, category
Sales Data total_sold, daily_sales_est, weekly_sales_est, sales_velocity, GMV_estimate, conversion_rate_est
Variants variant_type (color/size), variant_options[], variant_prices{}, variant_stock{}, variant_images[]
Shipping shipping_cost, free_shipping_threshold, estimated_delivery, ships_from, return_window_days
🎬 CREATOR & AFFILIATE DATA
Creator Profile creator_id, username, display_name, follower_count, following_count, total_likes, verified_flag, bio
Affiliate Activity products_promoted[], commission_rate, commission_type (% / flat), estimated_GMV, videos_featuring_product
Performance avg_video_views, avg_engagement_rate, conversion_rate_est, top_performing_products[], collab_count
📱 LIVE SHOPPING
Live Stream stream_id, creator, start_time, duration_min, peak_viewers, avg_viewers, total_viewers, products_shown[]
Live Sales items_sold_during_live, GMV_during_live, top_selling_item, flash_price_during_live, pin_product
👤 SELLER & SHOP DATA
Shop Profile shop_id, shop_name, shop_rating, follower_count, product_count, total_sold, response_rate, ship_on_time_rate
Seller Metrics return_rate, dispute_rate, badge_status (top_rated/new), seller_since, business_type, ships_from_country
⭐ REVIEWS & RATINGS
Product Reviews rating, review_count, review_text, reviewer, date, photos[], video_flag, size_feedback (runs_small/true/large)
Rating Breakdown overall_rating, star_distribution{}, quality_score, shipping_score, service_score, recommended_%
🔥 TRENDING & DISCOVERY
Trending trending_rank, category_rank, sales_velocity_rank, viral_score, hashtag_mentions, TikTok_video_count
Search search_keyword, rank, sponsored_flag, recommended_flag, flash_deal_flag, total_results
🏷️ DEALS & PROMOTIONS
Deals deal_type (flash/coupon/bundle/new_user), deal_price, discount_%, coupon_code, deal_start, deal_end, claimed_%
Gamification coins_earned, coin_value, spin_wheel_available, daily_check_in_reward, referral_bonus
🎯 AFFILIATE MARKETPLACE
Affiliate Program product_id, commission_rate, commission_type, sample_available, target_creator_tier, open_collab_flag, collab_count
🌐 GLOBAL MARKETS
Cross-Border market (US/UK/ID/TH/VN/MY/PH), local_price, local_currency, availability_flag, seller_origin, shipping_method
Total: 130+ unique fields covering every TikTok Shop data point. Custom fields on request.
Live Sample Previews

Sample TikTok Shop Data — Products, Creators, Sales

Real sample data showing exactly what you'll receive. Download a free sample from your target category within 4 hours.

🛍️ Trending Products — TikTok Shop US

Download Sample →
Product Brand/Seller Price Was Discount Sold Rating Category Trending
Essence Lash Princess Mascara Essence $4.99 $4.99 892K 4.8 ★ Beauty 🔥 #1
CeraVe Moisturizing Cream 19oz CeraVe $16.99 $18.99 -11% 1.2M 4.6 ★ Skincare 🔥 #3
Viral Cloud Slides Unisex PILLOW $12.99 $24.99 -48% 3.4M 4.3 ★ Shoes 🔥 #2
Stanley Quencher H2.0 40oz TrendyHome $35.00 $45.00 -22% 234K 4.7 ★ Home #8
Wireless Earbuds Pro 2024 TechDeals_CN $9.99 $29.99 -67% 456K 4.1 ★ Electronics ⚠ Low Quality

🎬 Creator & Affiliate Performance

Download Creator Data →
Creator Followers Products Avg Views Commission Est. GMV Top Product Videos
@mikayla.nogueira 15.8M 47 2.1M 15-20% $8.2M/mo Essence Mascara 312
@aaboruu 8.4M 89 890K 10-15% $3.1M/mo Skincare Set 201
@dermdoctor 19.2M 23 4.3M 20-25% $5.7M/mo CeraVe Cream 89
@fashionfindsbyjess 2.1M 156 340K 10-12% $1.4M/mo Cloud Slides 478

📱 Live Shopping Event Data

Download Live Data →
Creator Duration Peak Viewers Products Items Sold Est. GMV Top Item Status
@mikayla.nogueira 2h 15m 142K 12 18,402 $312K Mascara Bundle Completed
@fashionfindsbyjess 1h 30m 28K 24 3,891 $67K Summer Dress Set Completed
@techreviews_daily 45m 89K 6 8,203 $142K Wireless Earbuds Live Now
How It Works

From Your Target Category to Live TikTok Shop Data — 4 Steps

Tell us which categories, sellers, or creators — get production-ready social commerce data flowing in days.
1

Choose Categories & Sellers

Tell us target product categories, competitor shops, or creator niches you need tracked.

2

Free Category Sample

We deliver sample data from your target category — products, creators, sales — free within 4 hours.

3

Production Pipeline

App scraping, creator tracking, live monitoring, sales velocity — production-ready in 3-5 days.

4

Ongoing Daily/Hourly

Clean data via CSV, JSON, API — with viral product alerts, new creator detection, and sales spikes.

Use Cases — Social Commerce Intelligence

What Brands, D2C Companies & Investors Build with TikTok Shop Data

From viral product discovery to creator ROI tracking — see what the world's top brands, agencies, and investors build with TikTok Shop data.
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Viral Product Discovery

Detect trending products before they peak — track sales velocity, creator mention frequency, and hashtag growth to identify the next viral item in your category.

Product 🔥 Trending
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Creator & Influencer Intelligence

Discover top-performing creators in your category — follower demographics, conversion rates, commission structures, and estimated GMV attribution.

Influencer 🔥 Trending
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Competitive Price Monitoring

Track competitor pricing, discount patterns, flash sale strategies, and bundle deals on TikTok Shop vs Amazon vs DTC for pricing intelligence.

Pricing Strategy
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Live Shopping Analytics

Monitor live commerce events — products featured, viewer engagement, items sold per stream, and creator performance for live shopping strategy.

Live Commerce 🔥 Trending
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Affiliate Program Benchmarking

Benchmark your affiliate commission rates, sample programs, and creator partnerships against competitors for optimal affiliate strategy.

Affiliate Marketing
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Category & Market Sizing

Size TikTok Shop categories — total sellers, product count, price ranges, sales velocity, and growth rate for market opportunity assessment.

Research Strategy
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Cross-Platform Comparison

Match same products across TikTok Shop, Amazon, Temu, Shein — compare pricing, reviews, sales volume, and creator promotion strategies.

Cross-Platform 🔥
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Counterfeit & Brand Protection

Detect counterfeit products, unauthorized sellers, and trademark violations on TikTok Shop — protect your brand in the fastest-growing marketplace.

Brand Safety Legal
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Investment & Alt Data

Use TikTok Shop sales velocity, creator activity, and category growth as alternative data signals for social commerce investment analysis.

Finance 🔥
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China Seller Intelligence

Track cross-border sellers from China — product sourcing patterns, pricing strategies, fulfillment methods, and market penetration trends.

Supply Chain Cross-Border
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Review & Sentiment Mining

AI-analyze product reviews and video comments — sentiment trends, quality perception, sizing feedback, and competitor comparison.

NLP Brand
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AI/ML Social Commerce Models

Build datasets for trend prediction, recommendation engines, creator-product matching, and demand forecasting using TikTok Shop data.

AI/ML Data Science
Pricing
TikTok Shop Scraping Plans
Starter
$500/mo
Track products in 3 categories.
  • 3 categories tracked
  • 5,000 products
  • Sales volume + pricing
  • Weekly refresh
  • CSV & JSON
Get Started →
Enterprise
Custom
All categories, unlimited scale.
  • Unlimited categories
  • All products + creators
  • Real-time live monitoring
  • Cross-platform (TTS+AMZ+Temu)
  • SLA guarantee
  • 24/7 support
Book Call →
FAQ

TikTok Shop Data — All Your Questions Answered

Common questions from brands, agencies, and investors about TikTok Shop data capabilities.
How do you extract TikTok Shop data?
We use app emulation and API interception to extract product listings, creator profiles, live shopping events, and sales data directly from TikTok Shop across US, UK, and Southeast Asian markets.
Can you track "sold" counts and sales velocity?
Yes — TikTok Shop displays total units sold per product. We track this over time to calculate daily/weekly sales velocity, trending products, and demand signals. Some products show "1M+ sold" which we verify and track.
Do you track creator/affiliate data?
Yes — we extract creator profiles, follower counts, products promoted, commission rates, video performance, and estimated GMV attribution for affiliate analysis and influencer discovery.
Can you monitor TikTok Live Shopping?
Yes — we monitor live streams including products featured, real-time pricing, viewer counts, items sold, and creator performance. Essential for live commerce competitive intelligence.
Can you compare TikTok Shop vs Amazon vs Temu?
Yes — we match same/similar products across TikTok Shop, Amazon, Temu, and Shein to compare pricing, reviews, sales volume, and promotional strategies across social and traditional commerce.
Do you cover TikTok Shop outside the US?
Yes — we cover TikTok Shop US, UK, Indonesia, Thailand, Vietnam, Malaysia, and Philippines. Cross-market comparison data is available for pricing and availability analysis.
Is TikTok Shop data different from TikTok social data?
Yes — we specifically extract shopping/commerce data (products, prices, sellers, sales, reviews), not social content or user profiles. TikTok Shop is a separate commerce platform within TikTok.
Do you offer a free TikTok Shop sample?
Yes! Share your target category or competitor shops — we deliver 500 rows of product + creator + sales data free within 4 hours. No credit card needed.

Also Available — US Platform Scraping

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Request Free Sample Data

Our team will reach out within 2 hours with 500 rows of real data — no credit card required.

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Free 500-row sample · No credit card · Response within 2 hours