Pricing

from $5.00 / 1,000 trending product records

TikTok Trending Products - Product, Video & Price Feed

Trending TikTok Shop products as a ready-to-use feed: each product with its driving video, price + sale price, 'X sold', rank, and (on scheduled runs) sales velocity + price history. From public Creative Center Top Products + product pages - no seller account, no Shop API. PPE pricing.

Pricing

from $5.00 / 1,000 trending product records

Rating

0.0

(0)

Developer

Seibs.co

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

0.1 (build 0.1.0) - 2026-06-25

Initial build. A public-data trending-TikTok-Shop-products feed (product + driving video + price/sales) for sites like thedailyvirals.com. No seller account, no TikTok Shop Open API, no USDS review.

Surfaces: Creative Center Top Products (browser tier captures the page's own product-list XHR), public TikTok Shop product page (price / sale price / "X sold" / rating enrichment), public video page (driving-video engagement).
Modes: feed (full record) and discover (leaderboard only).
Velocity / price history: on scheduled runs, diffs against the prior snapshot and emits units_sold_per_day, price_change, rank_change, is_new, plus a movers digest (fastest-selling / biggest-climbers / new-entrants) with optional Slack webhook. Snapshots from the first run so history accrues forward.
Monetization: affiliate_tag appended to every buy_url.
PPE: trending_product $0.005, enriched_product $0.005, scheduled_delta_run $0.050. Returns-nothing-costs-nothing.
Cost-control: pre-flight caps, demo-mode soft-fail (run always SUCCEEDS), _RunBudget guard, hardcoded PPE prices.
Reuses the proven tiktok-research-intel browser tier, escalation ladder, and monitor-mode state store.
Validation: 63/63 offline smoke checks (scripts/smoke_test_tiktok_trending.py) on real-shaped fixtures; all modules compile; all .actor JSON valid. The live browser-tier extraction is confirmed on the first deployed run (playwright image).

Known follow-ups

Confirm/tune the Creative Center creative_radar product-list endpoint needle on the first live browser run.
Richer driving-video stats via an optional video-page fetch (currently sourced from Creative Center's linked refs).
related_actors.py cross-promo registration for this slug.
Region/category deep-filtering on the Creative Center page (currently region + period via page params; category is best-effort).

MCP: TikTok Trending Products - Product, Video & Price Feed

seibs.co/mcp-tiktok-trending-products

MCP server for tiktok-trending-products. AI-agent tools: trending_products, discover_products, and trending_in_category - a public TikTok Shop trending feed (product + driving video + price/sales), no seller account or Shop API. x402 and Skyfire ready. For trend sites and affiliates.

Seibs.co

TikTok Shop Scraper - Products, Sales & Trending Intelligence

webdatalabs/tiktok-shop-intelligence

Scrape TikTok Shop products by search, URL, shop or category. Get price, sold count, rating, reviews, SKUs + estimated monthly sales, revenue & trending score. Export CSV/JSON.

WebDataLabs

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zentrafoundry/tiktok-shop-product-intelligence-api

Extract public TikTok Shop product, seller, price, rating, sold-count, and category signals for product research.

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Find trending TikTok Shop products WITH sales data: sold count per product, price, rating, reviews, SKU variants, stock and shop info. Search by keyword, storefront or product URL. Pay per result.

Vitalii Bondarev

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Scrape TikTok Shop in real time - no cookies, no login. Get exact price, estimated GMV (price x units sold), sold count, ratings, variants & stock, images, seller & shipping, plus a hot-product score. Includes a trending / best-sellers mode to find winning products for dropshipping.

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TikTok Shop Winning Products Finder & Trends

davidbenittah/tiktok-shop-winning-products

Scan up to 5 TikTok Shop niches and rank products by sales velocity instead of lifetime totals: 7-day and 30-day sold counts, 30-day GMV, price range, rating, review count, shop name, plus how many creators and videos push each product. Schedule it and each run adds sold per day.

David

🎵 TikTok Shop Product Scraper

ethereal_wool/tiktok-shop-product-scraper

Extract TikTok shop product data — price, sales, ratings, and more. Scrape by keyword, URL or ID. Export to JSON, CSV & Excel, use the API, schedule runs and integrate. No code required.

Jackie Chen

TikTok Shop Product Tracker

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Track TikTok Shop products automatically using product URLs. Extract product title, price, discount, rating, reviews, seller information, availability, and product link. Save structured data to Apify datasets for price monitoring, competitor research, inventory tracking, and market analysis.

Biddut Hossain

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supreme_coder/tiktok-shop-scraper

Search TikTok Shop for products and shops, and scrape full product and shop details.

Supreme Coder

TikTok Shop Winning Products Finder & Sales Tracker

crashlattice57/tiktok-shop-winning-products

Find TikTok Shop winning products by keyword, score each 0-100, and track sold count, sales velocity, movers, and price changes between runs. A pay-per-use Kalodata alternative for product research.