TikTok Shop Creators Scraper

TikTok Shop Creators Scraper finds public TikTok creators by keyword, checks each creator's public TikTok Shop showcase, and returns a clean shortlist of creator profiles with product examples.

The actor is provider-backed, so it does not ask users for TikTok cookies or a logged-in browser session. It searches public TikTok user results, checks public showcase products through ScrapeCreators, applies follower and verification filters, and saves one normalized dataset row per matching creator.

What Data Does It Extract?

Field	Description
query	Search query that produced the creator candidate
username	TikTok handle
profileUrl	Public TikTok profile URL
nickname	TikTok display name
bio	Public profile bio or signature
bioLink	Public bio link when available
verified	Whether the provider marks the profile as verified
followerCount	Public follower count
likeCount	Total likes when available
videoCount	Public video count when available
showcaseProductCount	Number of public showcase products attached
showcaseProducts	Compact product examples with title, URL, price, rating, sold count, and image URL
provider	Provider that returned the search row

When To Use This Actor

Use it when you need TikTok Shop creator leads for affiliate recruiting, product seeding, UGC sourcing, ecommerce trend research, or AI-agent workflows. Good queries include product niches and creator personas, such as tiktok shop finds, beauty creator, kitchen gadgets, fashion finds, or amazon finds.

This is not a general TikTok video scraper, comment scraper, follower-list scraper, or full TikTok Shop product-detail scraper. It also does not access private Creator Marketplace data or private contact details.

Input Highlights

• searchQueries: TikTok user-search queries, one per line.
• maxProfilesPerQuery: How many search profiles to inspect per query.
• maxProfilesScanned: Whole-run cap for public showcase checks.
• maxTotalCreators: Whole-run cap for saved TikTok Shop creator rows.
• requireShowcaseProducts: Save only creators with public showcase products. Defaults to true.
• minFollowerCount, verifiedOnly, excludePrivateAccounts: Qualification filters.
• maxShowcaseProductsPerCreator: Compact product examples per creator.
• showcaseRegion: TikTok Shop region for showcase lookup.

Example Input

{
  "searchQueries": ["tiktok shop finds"],
  "maxProfilesPerQuery": 25,
  "maxPagesPerQuery": 1,
  "maxProfilesScanned": 25,
  "maxTotalCreators": 10,
  "requireShowcaseProducts": true,
  "excludePrivateAccounts": true,
  "maxShowcaseProductsPerCreator": 5,
  "showcaseRegion": "US"
}

Pricing

This actor uses Pay Per Event pricing.

Event	Price
Actor start	$0.00005
Showcase checked	$0.002 per public profile checked
Creator scraped	$0.006 per saved TikTok Shop creator

Typical run: scanning 25 profiles and saving 10 creators costs about $0.11005. The profile-check fee covers public showcase lookups, including profiles that do not expose products.

Output Example

{
  "recordType": "creator",
  "discoveryMode": "keyword_showcase",
  "provider": "scrapecreators",
  "query": "tiktok shop finds",
  "resultPosition": 1,
  "username": "mrtiktokreviews",
  "profileUrl": "https://www.tiktok.com/@mrtiktokreviews",
  "nickname": "Mr TikTok Reviews",
  "bio": "Daily TikTok Shop finds",
  "followerCount": 120000,
  "likeCount": 3400000,
  "showcaseProductCount": 5,
  "showcaseProducts": [
    {
      "productId": "123",
      "title": "Kitchen gadget",
      "productUrl": "https://www.tiktok.com/shop/pdp/example/123",
      "price": "19.99",
      "currency": "USD"
    }
  ],
  "scrapedAt": "2026-07-09T12:00:00.000Z"
}

AI Agent And MCP Notes

The dataset is intentionally flat so Claude, ChatGPT, and other MCP clients can scan rows without unpacking raw provider payloads. Use the overview dataset view for creator shortlists and the showcase view when your workflow needs product examples for campaign fit.

The actor also writes OUTPUT and RUN_SUMMARY records to the default key-value store. These summaries include provider attempts, status codes, billing counters, duplicate skips, filter skips, showcase misses, and the final stop reason.

Limits And Compliance

This actor returns public TikTok profile and showcase data exposed by upstream public-data providers. It does not bypass privacy settings, does not log in to TikTok, does not scrape private Creator Marketplace account data, and does not return private contact details. Availability can vary by keyword, region, provider, and TikTok surface changes.

Use the data responsibly and comply with TikTok's terms, privacy laws, and outreach rules in your jurisdiction. For outreach workflows, verify creator fit manually before contacting anyone.

API Use

curl -X POST "https://api.apify.com/v2/acts/khadinakbar~tiktok-shop-creators-scraper/runs" \
  -H "Authorization: Bearer YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"searchQueries":["tiktok shop finds"],"maxProfilesScanned":25,"maxTotalCreators":10}'

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('khadinakbar/tiktok-shop-creators-scraper').call({
  searchQueries: ['tiktok shop finds'],
  maxProfilesScanned: 25,
  maxTotalCreators: 10,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items[0]);

FAQ

Does this require TikTok login or cookies?
No. The actor is provider-backed and uses owner-managed provider secrets.

Does it only save creators with TikTok Shop products?
By default, yes. Set requireShowcaseProducts to false if you want all searched creators saved with product examples attached only when found.

Can it search by country?
Not directly. The current stable path is keyword user search plus showcase verification. Use country words in the query if you need local discovery, for example UK beauty creator.

Why is there a charge for showcase checks without saved rows?
Each checked profile requires a public showcase provider call. The maxProfilesScanned input is the cost guard.