TikTok Shop Creators Scraper

TikTok Shop Creators Scraper finds the creators who actually sell on TikTok Shop and shows how much: revenue (GMV), units sold, revenue from videos vs lives, growth, followers and content views for the last day, 7 days, 30 days or any past month, in 15 markets. Turn on 📇 Profile & contacts and each creator also gets the e-mail, WhatsApp and Instagram they list, GPM and video, live, shop and product counts.

$4 per 1,000 creators ($0.004 per row, down to $0.0028 on higher Apify plans); with profile and contacts $40 per 1,000 from 22 October 2026. No login.

What is TikTok Shop Creators Scraper?

An affiliate-marketing and influencer-sourcing tool. Instead of guessing from follower counts, it ranks creators by the sales they drive: the top sellers of a niche (keyword or category), the creators selling a specific product, or the affiliates of a competitor's shop.

• Who sells in my niche? Top creators for "skincare", "protein" or the Beauty category, ranked by revenue.
• Who sells my competitor's product? Creators for a product link, with their revenue from it.
• Who can I contact? E-mail, WhatsApp, Instagram and more when the creator lists them.

What data can it extract?

Field	Meaning
username, nickname, profileUrl, creatorId, followers	The creator
revenue, unitsSold, revenueGrowthPercent	Sales revenue (USD) and units sold in the period, change against the previous period
videoRevenue, liveRevenue, contentViews	Revenue from shoppable videos vs live streams, views of selling content
email, whatsapp, instagram, facebook, line, zalo	Contacts the creator lists (profile option)
creatorType, bio, videoGpm, liveGpm, avgSellingPrice	Independent or agency, bio, revenue per 1,000 views, average order value (profile option)
videoCount, liveCount, shopCount, productCount, newFollowers	Selling activity (profile option)
rank, country, period, source, sourceInput, category	Position in the list and which input found the creator

How much does it cost?

Pay per event:

Event	Free plan	Bronze	Silver	Gold and up
Creator row	$0.004	$0.0036	$0.0032	$0.0028
Creator row with profile & contacts	$0.02	$0.019	$0.018	$0.017

From 22 October 2026: a run start fee of $0.005, and a row with profile & contacts costs $0.04 / $0.038 / $0.036 / $0.035 (the price covers the paid data call behind each such row).

• Rows with profile & contacts are paused until 22 October 2026: with the option on, rows are delivered and charged as plain rows.
• Each row is charged once: as a plain creator or, with the option on, as a creator with profile & contacts.
• Notices (an input with no results), duplicates across inputs and errors are never billed.
• Set Max cost per run in the run options and the run stops by itself at that amount, with every delivered row paid for.
• Free Apify plan: a preview of up to 20 rows from each of the first 2 inputs, without the analytics option (Apify does not pay out free-plan runs, while every row costs us a licensed data call). Any paid Apify plan removes these limits.

In a test on 8 October 2026, 3 skincare creators with 10,000+ followers came back with profile — 3 of 3 had a contact e-mail.

How to scrape TikTok Shop creators

1. Leave the inputs empty for the overall top creators of a country, or add 🔍 Keywords, 🗂️ Categories, 🛍️ Products or 🏪 Shops.
2. Pick the 🌍 Country, 📅 Period and ↕️ Sort by (revenue, units sold, growth, followers, views, video or live revenue). Optionally set follower and revenue filters.
3. Turn on 📇 Profile & contacts if you need e-mails and the full profile, press Start, and export JSON, CSV or Excel.

⬇️ Input

{
  "keywords": ["skincare"],
  "categories": ["Vitamins"],
  "productIds": ["https://shop.tiktok.com/us/pdp/x/1729448464509734958"],
  "country": "US",
  "period": "last30Day",
  "sortBy": "revenue",
  "maxResultsPerSource": 100,
  "minFollowers": 10000,
  "addAnalytics": true
}

Categories are TikTok Shop category names; the matched category is written into each row.

⬆️ Output

A creator row with profile (real run of 8 October 2026; name and contacts replaced by placeholders):

{
  "type": "creator",
  "rank": 1,
  "creatorId": "7000000000000000000",
  "username": "example_creator",
  "nickname": "Example Creator",
  "profileUrl": "https://www.tiktok.com/@example_creator",
  "followers": 73700,
  "revenue": 151556.98,
  "unitsSold": 6678,
  "revenueGrowthPercent": -8.53,
  "videoRevenue": 149700.64,
  "liveRevenue": 0,
  "contentViews": 5257352,
  "country": "US",
  "period": "last30Day",
  "currency": "USD",
  "source": "keyword",
  "sourceInput": "skincare",
  "scrapedAt": "2026-10-08T14:11:05.364Z",
  "creatorType": "INDEPENDENT",
  "bio": null,
  "email": "name@example.com",
  "whatsapp": null,
  "instagram": null,
  "facebook": null,
  "line": null,
  "zalo": null,
  "avgSellingPrice": 22.69,
  "videoViews": 5257352,
  "liveViews": 0,
  "videoGpm": 28.47,
  "liveGpm": 0,
  "newFollowers": 700,
  "videoCount": 1,
  "liveCount": 0,
  "shopCount": 227,
  "productCount": 495,
  "analytics": true
}

Use cases

Affiliate recruiting for TikTok Shop sellers

Find the 200 creators who sell most in your category this month and contact them from the e-mails in the profile.

Competitor research

Add a competitor's product link and see which creators sell it and how much revenue each one drives.

Influencer agencies

Rank creators by revenue per view (GPM) instead of followers.

AI agents and pipelines

Call the Actor from an AI agent through the Apify MCP server or the API to answer "who sells X on TikTok Shop".

Integrations

Apify API (POST /v2/acts/lergassy~tiktok-shop-creators-scraper/run-sync-get-dataset-items), Python and JavaScript clients, n8n, Make, Zapier, Google Sheets, webhooks and schedules, and the Apify MCP server for AI agents.

Troubleshooting

• A notice "Stopped here": the inputs before it returned almost no matching rows, so the run ended instead of reading on; nothing is charged for inputs that were not read. Use broader keywords or categories.
• A notice row "No TikTok Shop category matches": use a broader name ("Beauty", "Phones", "Vitamins").
• Empty contact fields: the creator does not list that contact; nothing is invented.
• Fewer creators than the limit: the niche has fewer selling creators in the period, or your filters removed them.

❓ FAQ

Where do the revenue numbers come from?

From licensed TikTok Shop analytics data: the same kind of figures sales-analytics dashboards show. TikTok does not publish revenue, so revenue, units sold and the video / live split are estimates built from public sales counters, prices and content. Use them to compare and rank, not as accounting figures.

Which markets are covered?

The US, UK, Indonesia, Thailand, Vietnam, the Philippines, Malaysia, Singapore, Japan, Mexico, Germany, Italy, France, Spain and Brazil. Revenue is in US dollars for every market.

Does it need a TikTok account, cookies or an API key?

No. Nothing to log in to and no key to bring.

Is it legal to scrape TikTok Shop?

The Actor returns aggregated sales analytics and public profile information. Check that your use complies with TikTok's terms and with data-protection law in your country (GDPR, CCPA), especially before contacting creators.

Can I export creator e-mails?

Yes, with the profile option on: the e-mail and other contacts the creator lists for business. Use them in line with anti-spam law and the creator's own wishes.

Your feedback

Found a bug or need a field? Open an issue on the Actor's Issues tab. If the Actor saved you time, a short review helps other buyers find it.

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