Pricing

from $7.50 / 1,000 product results

TikTok Shop Product Scraper & Viral Radar

Scrape live TikTok Shop products by keyword or URL. Extract prices, sales, ratings, reviews, sellers, discounts, and images, then rank opportunities with a transparent viral score. Export verified results to JSON, CSV, Excel, or API—no external data provider required.

Pricing

from $7.50 / 1,000 product results

Rating

0.0

(0)

Developer

Scout

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

0.3.2 — MCP-first discovery contract

Clarify that this Actor is the current product-snapshot tool, not the historical trend tracker or creator finder.
Add an AI-agent routing section, minimal MCP inputs, the curated NexaScout MCP endpoint, and cross-links to the two companion Actors.
Add the runSummary OUTPUT link to the Actor output schema and strengthen billable-row semantics in the input and output descriptions.
Add automated MCP contract tests for descriptions, schemas, default input, and suite routing.

0.3.1 — Category-aware relevance

Keep genuinely relevant category products whose titles omit the literal query phrase, such as food choppers for kitchen gadgets and toners for skincare.
Continue rejecting unrelated catalog leakage such as footwear on kitchen pages.
Track the full relevance-rejection count while limiting diagnostic samples.

0.3.0 — Store launch candidate

Promoted the validated TikTok-owned keyword catalog pipeline to the Store launch candidate.
Added first-party keyword slug variants and relevance filtering to prevent off-topic catalog results.
Set the default and maximum memory to 1 GB and capped concurrency at 2 for predictable costs.
Updated Store documentation with launch pricing, verified-only defaults, current scope, and limitations.

0.2.10 — Keyword coverage and relevance

Try TikTok's -products and -solutions keyword-page variants before using search-engine fallback.
Filter structured catalog products with zero meaningful keyword overlap.
Record rejected irrelevant products in diagnostics for launch-quality monitoring.
Skip a known-missing TikTok browser route when no keyword-page variant resolves.

0.2.9 — First-party keyword catalogs

Discover products from TikTok Shop's current public /k/{keyword} catalog route instead of the removed /search?q= page.
Prefer first-party TikTok keyword results before Google discovery.
Cap slow Google SERP requests at 25 seconds instead of allowing one page to consume the full navigation timeout.
Avoid redundant browser PDP requests when a TikTok keyword page already supplied verified product data.

0.2.8 — Adaptive live-result recovery

Validate Google candidates page by page and stop discovery as soon as the requested live-result count is reached.
Increase the bounded candidate budget for difficult keywords without forcing every run to consume it.
Validate single-query candidates with controlled HTTP concurrency to reduce runtime.
Trigger TikTok Shop search and Bing fallback from the live-result shortfall instead of the raw URL count.
Keep CAPTCHA-blocked PDPs out of Playwright retries after confirming that the browser receives the same challenge.

0.2.7 — Clean, billable keyword results

Paginate Google discovery beyond the first ten indexed PDP links when more candidates are needed.
Exclude unverified search-only leads from the dataset by default; expose them only with includeSearchFallbacks.
Convert TikTok rich-text description JSON into clean readable text.
Extract top-level TikTok seller_id values and report live-result shortfalls explicitly.

0.2.6 — Live-candidate validation and metric correctness

Overfetch indexed candidates and validate them until the requested number of live PDPs is reached.
Skip the expensive browser retry when TikTok already challenged a discovered candidate at the HTTP layer.
Limit final keyword results per query after ranking, so verified products replace stale search-only leads.
Exclude individual review objects from product-object selection.
Prefer the smaller product-level visible sold count over the larger seller-level total and parse global review metrics.
Clean the current TikTok Shophttps://... Google breadcrumb format.

0.2.5 — Current TikTok Shop storefront routing

Canonicalize product URLs to the current region storefront at shop.tiktok.com/{region}/pdp/....
Discover current indexed products from the region storefront instead of the legacy www.tiktok.com/shop/pdp route.
Use matching Windows Chrome fingerprints for both HTTP and browser extraction.
Run Chromium in the Actor's virtual display and allow normal product-image requests for a more consistent storefront session.

0.2.4 — Warm sessions and challenge-response extraction

Warm anonymous TikTok browser sessions before opening PDPs that failed HTTP extraction.
Inspect captured TikTok JSON before rejecting a page that displays a security or loading challenge.
Add safe per-product network diagnostics to the run OUTPUT record.
Clean Google breadcrumb text from search-only product names.

0.2.3 — Preserve current PDP SEO URLs

Preserve the product slug in modern www.tiktok.com/shop/pdp/{slug}/{id} links.
Continue converting legacy TikTok Shop URLs to the current ID-only fallback.
Add coverage for Google redirect URLs containing encoded, slugged TikTok PDP links.

0.2.2 — Google SERP proxy routing fix

Use the programmatic Apify proxy option names (groups and countryCode) for Google SERP requests.
Record safe JSON key paths and TikTok network endpoint URLs when keyword discovery returns no products.

0.2.1 — Owned keyword discovery

Add first-party Google SERP proxy discovery for current TikTok Shop PDP links.
Enrich every discovered PDP through the Actor's own HTTP extractor before opening a browser.
Keep TikTok Shop search and Bing as fallbacks when indexed results are insufficient.
Add safe search diagnostics to the run OUTPUT record.

0.2.0 — Fully owned TikTok extraction beta

Remove all third-party data APIs, publisher API secrets, and nested public Actors.
Stop rewriting current TikTok PDP URLs to the deprecated shop.tiktok.com/view/product host.
Add an HTTP-first extractor for current www.tiktok.com/shop/pdp/{productId} pages.
Parse embedded JSON state, JSON-LD, metadata, and visible commerce metrics.
Add Playwright fallback that captures TikTok's own product/search JSON responses.
Add sticky proxy sessions, cookie persistence, challenge detection, and session retirement.
Search TikTok Shop directly before using Bing as a public URL-discovery fallback.
Add owned-pipeline diagnostics and multi-product embedded-state tests.

0.1.0 — MVP

Discover public TikTok Shop product pages from keywords.
Scrape direct product URLs with browser, API-response, JSON, metadata, and text fallbacks.
Normalize product, price, sales, rating, review, seller, category, and image fields.
Calculate a transparent viral score and estimated 30-day GMV when the required public signals exist.
Label every result with its source and data-quality state.
Add a reliable TikTok Shop API provider for keyword and direct-product lookups, with the browser pipeline retained as fallback.
Add Apify input and dataset schemas, two dataset views, tests, and Store-ready documentation.

0.1.1 — Retired external API experiment

Remove the nested public Actor dependency that was unavailable on the publisher's Apify plan.
Connect directly to the ScrapeCreators TikTok Shop API using a private Apify secret.
Replace browser automation with a smaller 256 MB Node.js runtime for faster and cheaper runs.
Add normalization coverage for ScrapeCreators keyword-search and product-details response shapes.
Restrict the launch version to the reliable US TikTok Shop market.

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Scrapers Hub

TikTok Shop Product Scraper & Viral Radar

Changelog

0.3.2 — MCP-first discovery contract

0.3.1 — Category-aware relevance

0.3.0 — Store launch candidate

0.2.10 — Keyword coverage and relevance

0.2.9 — First-party keyword catalogs

0.2.8 — Adaptive live-result recovery

0.2.7 — Clean, billable keyword results

0.2.6 — Live-candidate validation and metric correctness

0.2.5 — Current TikTok Shop storefront routing

0.2.4 — Warm sessions and challenge-response extraction

0.2.3 — Preserve current PDP SEO URLs

0.2.2 — Google SERP proxy routing fix

0.2.1 — Owned keyword discovery

0.2.0 — Fully owned TikTok extraction beta

0.1.0 — MVP

0.1.1 — Retired external API experiment

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Changelog

0.3.2 — MCP-first discovery contract

0.3.1 — Category-aware relevance

0.3.0 — Store launch candidate

0.2.10 — Keyword coverage and relevance

0.2.9 — First-party keyword catalogs

0.2.8 — Adaptive live-result recovery

0.2.7 — Clean, billable keyword results

0.2.6 — Live-candidate validation and metric correctness

0.2.5 — Current TikTok Shop storefront routing

0.2.4 — Warm sessions and challenge-response extraction

0.2.3 — Preserve current PDP SEO URLs

0.2.2 — Google SERP proxy routing fix

0.2.1 — Owned keyword discovery

0.2.0 — Fully owned TikTok extraction beta

0.1.0 — MVP

0.1.1 — Retired external API experiment