TikTok Shop Product Scraper

Pull product details from TikTok Shop in a clean, ready-to-use dataset. Works with direct product pages and category browsing on the United States storefront. No login. No account. No cookies required.

---

What you can do

• Collect product details from TikTok Shop product pages — the most direct path
• Browse a category page and collect the products it lists (a couple of dozen products per page; some individual products may need a re-run)
• Get titles, prices, ratings, reviews, units sold, stock, images, variants, and seller information
• Receive a short run report alongside each run, summarising what was collected and what didn't load
• Use it from the Apify Console, the Apify API, or via integrations such as Make and n8n

Both modes work. Product URLs are the most direct path; category URLs expand into the products listed on the page and fetch each one. Some individual products in a category batch may not return data on every run — see Why some URLs may not load below.

---

Input

Enter at least one product URL or category URL. Both formats below are supported.

Field	Type	Default	What it does
🔗 Product or Category URLs	List	(required)	TikTok Shop links to collect from. Accepts product pages and category pages on the United States storefront. Up to 50 URLs per run.
🎯 Maximum products per input	Number	50	Cap on products collected per category URL (10–500). Direct product URLs always count as 1 regardless of this setting.

Supported URL formats

Two kinds of TikTok Shop links work — copy whichever your browser shows:

• A product page, for example https://shop.tiktok.com/us/pdp/r4-sdhc-2026-gold-pro-card-com-with-usb-adapter-dual-core/1732203653508141173
• A category page, for example https://shop.tiktok.com/us/c/phones-electronics/601739

Example input

{
    "productUrls": [
        "https://shop.tiktok.com/us/pdp/r4-sdhc-2026-gold-pro-card-com-with-usb-adapter-dual-core/1732203653508141173",
        "https://shop.tiktok.com/us/c/phones-electronics/601739"
    ],
    "maxProductsPerInput": 50
}

Tip: paste the URL directly from your browser's address bar. Full URLs with the product-name part included tend to load more reliably than shortened links.

---

Output

Every product is one row. Direct product URLs map to one row each; category URLs are expanded into rows for the products discovered on that page (capped by 🎯 Maximum products per input). Two URLs that point at the same product are merged into a single row to keep the dataset deduplicated — a log line surfaces the skipped URL when this happens. Both successful and failed attempts land in the dataset, so the run is fully traceable. Filter by status === 'success' to keep only the collected products.

Each row includes:

• Status: status ('success' or 'failed'), attemptedUrl, error (filled on failure rows)
• Product identity: productId, title, description, url, region
• Pricing: priceCurrent, priceOriginal, discountPercent, currency
• Reception: ratingAverage, reviewCount, unitsSold, stockQuantity
• Seller: sellerId, sellerName, sellerUrl, sellerRating
• Catalog: categoryBreadcrumb
• Media: firstImage (the lead product photo, also appears as images[0]), images, videos
• Variants: variants with per-variant pricing and properties (such as colour or size)
• Timestamp & version: extractedAt (when this row was collected) and schemaVersion (the row layout version, useful when comparing datasets collected on different days)

Example output

Success row — TikTok served the product page and we collected the details:

{
    "status": "success",
    "attemptedUrl": "https://shop.tiktok.com/us/pdp/playstation-dualsense-wireless-controller-starlight-blue-motion-control-bluetooth-connectivity/1729452403652203222",
    "error": null,
    "productId": "1729452403652203222",
    "title": "PlayStation DualSense Wireless Controller — Starlight Blue",
    "description": "Signature comfort: Take control with an evolved, two-tone design...",
    "url": "https://shop.tiktok.com/us/pdp/playstation-dualsense-wireless-controller-starlight-blue-motion-control-bluetooth-connectivity/1729452403652203222",
    "region": "us",
    "priceCurrent": 79.49,
    "priceOriginal": 79.49,
    "discountPercent": 0,
    "currency": "USD",
    "ratingAverage": 4.9,
    "reviewCount": 455,
    "unitsSold": 3553,
    "stockQuantity": 1445,
    "sellerId": "7495122322888035030",
    "sellerName": "Newegg, Inc.",
    "sellerUrl": "https://shop.tiktok.com/us/store/x/7495122322888035030",
    "sellerRating": 4.6,
    "categoryBreadcrumb": ["Phones & Electronics", "Gaming & Consoles", "Console Accessories"],
    "firstImage": "https://p16-oec-general-useast5.ttcdn-us.com/...",
    "images": ["https://p16-oec-general-useast5.ttcdn-us.com/..."],
    "videos": [],
    "variants": [
        {
            "skuId": "1729452403652268758",
            "properties": [{"name": "Color", "value": "Starlight Blue"}],
            "priceCurrent": 79.49,
            "availableQuantity": 1445,
            "imageUrl": null,
            "isActive": true
        }
    ],
    "extractedAt": "2026-05-03T05:43:44.345Z",
    "schemaVersion": "2026-05-03"
}

Failure row — the URL was attempted but did not yield a product. The error field tells you why so you can decide whether re-running helps:

{
    "status": "failed",
    "attemptedUrl": "https://shop.tiktok.com/us/pdp/portable-projector-stand-for-home-office-desktop-floor-use/1731050925280301480",
    "error": "This product was not available on this attempt — re-running usually picks it up.",
    "productId": "1731050925280301480",
    "title": null,
    "description": null,
    "url": "https://shop.tiktok.com/us/pdp/portable-projector-stand-for-home-office-desktop-floor-use/1731050925280301480",
    "region": "us",
    "priceCurrent": null,
    "priceOriginal": null,
    "discountPercent": 0,
    "currency": "USD",
    "ratingAverage": null,
    "reviewCount": null,
    "unitsSold": null,
    "stockQuantity": null,
    "sellerId": null,
    "sellerName": null,
    "sellerUrl": null,
    "sellerRating": null,
    "categoryBreadcrumb": [],
    "firstImage": null,
    "images": [],
    "videos": [],
    "variants": [],
    "extractedAt": "2026-05-03T05:43:44.345Z",
    "schemaVersion": "2026-05-03"
}

A short run report is also saved with the run, summarising how many products were requested, how many were collected, and how many didn't load. The report groups any unsuccessful items by reason so you can see at a glance whether the issue was a temporary one (worth re-running) or something else. When most of a run hits the same transient TikTok throttle wave, the report's note field surfaces a one-line heads-up so you know it's an upstream blip rather than your input.

Numeric fields such as ratingAverage, reviewCount, unitsSold, and stockQuantity may be null when TikTok's page does not include the value. The scraper does not invent zeros where the source is silent — for example, a product with no reviews has ratingAverage: null rather than 0.

Multi-variant products (e.g. phone cases offered in many colours) include a per-variant imageUrl whenever the seller has uploaded swatch images. Single-variant products typically have imageUrl: null because there is no swatch to choose from.

The videos array, when populated, contains the seller's posted video URLs straight from TikTok. These URLs are short-lived and may not work outside TikTok's own player — they are best treated as references to the video, not always-playable links.

---

Why some URLs may not load

Some URLs in any batch may not return data. The most common reasons:

• The product is no longer listed. Sellers sometimes remove products, restrict them by region, or take stores offline. The URL still resolves but the product is gone. The error field reads no longer available and re-running will not help.
• TikTok is briefly busy. Some pages don't load on the first try. The scraper retries automatically; if every attempt fails, the error field reads not available on this attempt — usually clears up on the next run.
• Some category URLs are restricted for anonymous browsing. TikTok withholds products on a subset of category URLs even though the page itself loads. The actor's verified set covers the major TikTok Shop categories; the rest return an appears to be restricted for anonymous browsing error and re-running will not help. The error message names the verified-working categories whenever you hit a restricted one, so you can switch to one of those or to direct product URLs (which are not gated by category restrictions and work even for products inside restricted categories).
• Category pages return a snapshot. A category URL returns the products TikTok lists on that page at the moment of collection; the list updates as TikTok's catalog changes. Individual products within the snapshot may still hit the not available on this attempt condition above and fall to the failure-row path.

For best results, paste full URLs from the browser address bar, run smaller batches when collecting many URLs, and re-run anything that didn't load.

---

How it works

The scraper visits each URL you provide, reads the public product information that TikTok shows to ordinary visitors, and writes one row per attempted URL to the dataset (success rows carry product details; failed rows carry an error reason). Category URLs are expanded into the products listed on them (capped by 🎯 Maximum products per input). Only public storefront pages are accessed — there is no login required and no risk to any TikTok account.

---

FAQ

Do I need a TikTok account? No. The scraper only reads pages that any visitor can open in a browser. Your Apify account is the only credential involved.

Why does my run sometimes return fewer products than I requested? Every URL produces a dataset row, so nothing is silently dropped. Filter by status === 'success' for the collected products; rows with status: "failed" carry an error field explaining why. See Why some URLs may not load above for the common reasons.

What if most of my run failed at once? Sometimes TikTok is briefly unavailable for many URLs in a single run. When the run report's note field carries a one-line heads-up, that's the signal it's an upstream blip rather than your input. Waiting 10–30 minutes and re-running usually clears it. Direct product URLs are simpler than category URLs — they go directly to one page rather than discovering and then fetching the products inside.

Why does a category URL return zero products? TikTok restricts a subset of category URLs for anonymous browsing. The actor's verified set covers the major shopping categories; whenever you hit a restricted one, the failure row's error field in the dataset names the verified-working categories so you can switch. Re-running a restricted category URL will not help. Direct product URLs to the same products still work — including for products inside restricted categories — so the simplest workaround is to feed the actor product page URLs.

Are there URL formats that work better than others? Yes. URLs copied directly from your browser's address bar — the ones that include the full product name — are the safest bet. Shortened links may not always load.

Can I scrape regions other than the United States? This release supports the US storefront only. Non-US URLs are rejected with a clear message.

Can I use this for Seller Center data, orders, or my shop dashboard? No. Anything that requires login is outside the scope of this actor. Only public storefront pages are supported.

What if TikTok changes the page structure? TikTok occasionally adjusts its page layout. When that happens, you may see some fields missing from the output until the scraper is updated. The extractedAt timestamp on each row helps you compare collections taken at different times.

---

Disclaimer

Beta release. Some bugs and gaps may remain. Run a small batch first to confirm the output meets your needs before scaling up. TikTok Shop adjusts its page layout from time to time — fields may shift or disappear without warning until the scraper catches up.

For learning and research use only. Please use the data responsibly: respect TikTok's Terms of Service, applicable local laws, and the rights of sellers and shoppers featured in the data. Do not use it for harassment, deception, or any purpose that harms third parties.

Found a problem? Open an issue on this actor's Apify page and we'll look into it.

This actor only retrieves publicly accessible information that TikTok shows to ordinary visitors. The scraper is provided as-is, with no guarantee of completeness, accuracy, timeliness, or fitness for any particular purpose. TikTok and TikTok Shop are trademarks of their respective owners and are not affiliated with this actor.

---

Like this actor?

Sign up for Apify through this referral link to support continued development: https://apify.com/futurizerush?fpr=rush

---

OpenClaw, Claude Code, Gemini, Antigravity, Codex, ChatGPT