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.
| 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 |
| 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 | 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 |
| 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 |
Tell us target product categories, competitor shops, or creator niches you need tracked.
We deliver sample data from your target category — products, creators, sales — free within 4 hours.
App scraping, creator tracking, live monitoring, sales velocity — production-ready in 3-5 days.
Clean data via CSV, JSON, API — with viral product alerts, new creator detection, and sales spikes.
Detect trending products before they peak — track sales velocity, creator mention frequency, and hashtag growth to identify the next viral item in your category.
Discover top-performing creators in your category — follower demographics, conversion rates, commission structures, and estimated GMV attribution.
Track competitor pricing, discount patterns, flash sale strategies, and bundle deals on TikTok Shop vs Amazon vs DTC for pricing intelligence.
Monitor live commerce events — products featured, viewer engagement, items sold per stream, and creator performance for live shopping strategy.
Benchmark your affiliate commission rates, sample programs, and creator partnerships against competitors for optimal affiliate strategy.
Size TikTok Shop categories — total sellers, product count, price ranges, sales velocity, and growth rate for market opportunity assessment.
Match same products across TikTok Shop, Amazon, Temu, Shein — compare pricing, reviews, sales volume, and creator promotion strategies.
Detect counterfeit products, unauthorized sellers, and trademark violations on TikTok Shop — protect your brand in the fastest-growing marketplace.
Use TikTok Shop sales velocity, creator activity, and category growth as alternative data signals for social commerce investment analysis.
Track cross-border sellers from China — product sourcing patterns, pricing strategies, fulfillment methods, and market penetration trends.
AI-analyze product reviews and video comments — sentiment trends, quality perception, sizing feedback, and competitor comparison.
Build datasets for trend prediction, recommendation engines, creator-product matching, and demand forecasting using TikTok Shop data.
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