TikTok Shop Creator Finder — Affiliates Worth Inviting

You paste a niche or a username list. You get creators actually running TikTok Shop content — engagement, category fit, and a public business contact where one exists, every field with its own source.

Free tier — 3 results free on every run

The free results waive this Actor's own fee; the source Actor (clockworks/tiktok-scraper) still bills its own price for every row it returns.

The first 3 results of every run are free, on every run you ever make — not a one-off trial. One guard: the free allowance never covers more than half of a run, so the offer stays sustainable.

Concentration risk, written plainly

The target market for this niche is heavily concentrated: a handful of large accounts drive most of the volume. This is a real, useful product, but not a broad one — know that going in.

Honest about what "shop activity" means

Sales volume and GMV are never delivered unless publicly observable, and they are not, on TikTok's public profile pages. This Actor reports exactly one real, verified signal: whether a creator's recent videos are flagged as TikTok Shop content. affiliate_signal is observed or unknown — never a guessed sales figure, and products_promoted stays empty rather than inventing product detail TikTok does not expose publicly.

5 advantages

1. One bad handle never kills your batch.
2. Never billed on a failed lookup.
3. Score with reasons, not a black box — qualification_score ships with score_reasons[].
4. No fabricated sales data. shop_active is a real observed signal, never an estimate.
5. Hard cost cap you control. Set maxTotalChargeUsd.

Output

A real row from this Actor's latest run on Apify (2026-10-23; long texts are cut and people's names hidden here, your dataset has them in full):

{
  "status": "ok",
  "username": "(hidden here)",
  "profile_url": "https://www.tiktok.com/@dailynchannel",
  "nickname": "(hidden here)",
  "follower_band": "macro",
  "median_recent_views": 1670,
  "engagement_rate": 0.0347,
  "posting_cadence_days": 5.2,
  "last_video_at": "2026-10-23T19:18:19Z",
  "shop_active": true,
  "affiliate_signal": "observed",
  "public_contact": {
    "email": "(hidden here)",
    "kind": "business_email",
    "source": "https://www.tiktok.com/@dailynchannel",
    "verification_level": "published"
  },
  "qualification_score": 71,
  "score_reasons": [
    "median recent views 1,670 (1 pts)",
    "engagement rate 3.47% (20 pts)"
  ]
}

Pricing

• Source Actor charge: this Actor runs clockworks/tiktok-scraper inside your run, and Apify bills that run to your account at clockworks/tiktok-scraper's own price (about $3.7 per 1,000 results, read on 2026-10-23), on top of this Actor's price. Each call to it is capped at $0.50. Pay per event, base FREE-tier prices: $0.03 per qualified creator delivered, $0.002 per observed shop activity signal. Paid Store plans pay less on every event — the largest plans reach $0.0011 on the cheapest event; the Pricing tab on this Actor's Store page is always the authority. No event is ever charged on an item that returns an error — a batch of 200 with one bad input bills 199.

Use it from an AI agent (MCP and x402)

Connect Claude Desktop, Cursor, VS Code or any MCP client to Apify's MCP server at https://mcp.apify.com and add this Actor, om_kh/tiktok-shop-creator-finder, as a tool — the agent passes the same JSON as the run input and gets the dataset back.

AI agents that pay with x402 can run it too, without an Apify account: the Actor charges only per result delivered, so an agent pays exactly for what it gets.

Related Actors

• TikTok Creator Search Scraper — the same creator engine without the Shop-activity filter
• Taobao Tmall Product Scraper — verify the products a Shop creator promotes

Support

Found a bug or have a feature request? Use the Issues tab on this Actor's Apify Store page, or message the author (om_kh) directly.

Example input

{
  "keywords": [
    "tiktokmademebuyit"
  ]
}

How to use it in 3 steps

1. Click Try for free; the form opens with a ready example in Niche keywords.
2. Optional: change the other fields; every one has a description and a sensible default.
3. Click Start and download the results as JSON, CSV or Excel, or read them from the API.

Compared with lemur/tiktok-shop-creators

Read on the Store on 2026-10-26 (75 users in 30 days). Where it does better, this section says so.

• Its price model: $0.005 per run start plus the platform usage of the run, whatever it finds; this Actor charges per qualified creator ($0.03) and per shop signal, and nothing for creators that do not qualify.
• Only here: a category-fit and engagement reading per creator, and the public business contact with its source when one exists.
• Where it does better: it starts from TikTok Shop's own creator pages, this Actor starts from a niche or a username list and checks shop activity in the creators' posts.

Use cases

• Find affiliates for a TikTok Shop brand in a niche (beauty, fitness, home...).
• Qualify a creator list you already have before sending invitations.
• Agency prospecting: creators already selling, with a public contact when they publish one.

FAQ

What counts as "shop activity"? Posts that link or tag TikTok Shop products, as read in the creator's recent videos; the README section above explains the limits.

Do I pay for creators that do not qualify? No, only qualified creators and shop signals are charged.

Do I need a TikTok account? No.

Can I cap the cost? Yes, set maxTotalChargeUsd.

Your feedback

Did this Actor save you time? A short review on the Reviews tab helps other people find it, and every review is read. Something missing or broken? Open an issue on the Issues tab: it is answered and fixed fast.