Tiktok Shop Creators

🛍️ TikTok Shop Creators Analytics

Gain powerful insights into TikTok Shop creators — their performance, audience, and content trends — all in one request.

This actor lets you fetch detailed analytics for any TikTok Shop creator by simply providing their username.
You’ll receive a comprehensive breakdown of their profile and 30-day performance metrics, refreshed daily.

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🚀 What This Actor Does

The TikTok Shop Creators actor collects and structures detailed creator data from TikTok Shop, including:

• Verified creator profile details (username, nickname, avatar, region, bio)
• In-depth performance analytics for both videos and lives
• Key commerce insights — units sold, GMV, commission averages, and promotion scores
• Follower demographics and engagement data
• 30-day performance window with daily refreshed stats

Rate Limit: To maximise success, try and limit the number of requests you make per second to betwee 1 and 10. Any more and the API might choke. I'm working on scaling this up better.

Note: Currently, this actor supports U.S.-based TikTok Shop creators only, with more regions (UK, SEA, EU) coming soon.

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💡 Use Cases — What You Can Build

This actor is perfect for developers, marketers, and analysts looking to:

• 🕵️ Find high-performing creators for influencer or affiliate partnerships
• 📊 Track creator performance over time for brand collaborations
• 💰 Analyze sales impact across creators and campaigns
• 📈 Build dashboards or databases for TikTok Shop analytics
• 🔍 Discover emerging creators based on engagement or sales potential
• 🧠 Train AI models to predict creator performance or match brands to influencers

If you work in influencer marketing, e-commerce, or social commerce intelligence, this actor is a must-have.

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🧾 Example Output

For each TikTok Shop creator, you’ll receive structured JSON data like:

{
  "username": "creatorname",
  "nickname": "Creator Display Name",
  "avatar": "https://p16-sign-va.tiktokcdn.com/avatar.jpg",
  "region": "US",
  "bio": "Lover of skincare & lifestyle content 💕",
  "stats": {
    "categories": ["123", "456"],
    "followers": {
      "total": 456780,
      "topDemographics": {
        "age": [
          { "key": "18-24", "value": 40 },
          { "key": "25-34", "value": 29 }
        ],
        "gender": [
          { "key": "Male", "value": 38 },
          { "key": "Female", "value": 72 }
        ],
        "location": [
          { "state": "CA", "value": 38 },
          { "state": "NY", "value": 26 }
        ]
      }
    },
    "topBrands": ["arwd", "kweu"],
    "totalBrandCollaborations": 9,
    "promotedProducts": 24,
    "unitsSold": 480,
    "gpm": {
      "currency": "USD",
      "amount": 10.55,
      "range": "2-15",
      "videoGpm": { "amount": "18.99", "range": "12.5-29.65" },
      "liveGpm": { "amount": "99", "range": "56-198" }
    },
    "gmvRange": "$5K-$25K",
    "gmv": {
      "currency": "USD",
      "total": 43879,
      "video": 39500,
      "live": 4379
    },
    "gmvDistribution": {
      "category": [
        { "id": "1234", "value": 26 },
        { "id": "6789", "value": 24 }
      ],
      "content": [
        { "type": "video", "value": 72 },
        { "type": "live", "value": 10 },
        { "type": "showcase", "value": 18 }
      ]
    },
    "avgViews": { "video": 35800, "live": 1500 },
    "avgLikes": { "video": 1700, "live": 290 },
    "avgComments": { "video": 400, "live": 900 },
    "avgShares": { "video": 98 },
    "engagementRate": { "video": 10.9, "live": 12.3 },
    "contentFrequency": { "video": 46, "live": 10 },
    "avgCommission": { "range": "10-20", "value": 15 },
    "rating": "4.5",
    "promotionPerformanceScore": 87,
    "postRate": 12.85
  }
}

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📋 Data Fields Reference

Property	Description
username	The TikTok Shop creator’s handle.
nickname	The creator’s public display name.
avatar	URL to the creator’s profile picture.
region	Creator’s primary TikTok Shop region (currently only US).
bio	Profile description as shown on TikTok.
stats.categories	Category ids associated with products the creator has created posts for.
stats.followers.total	Total followers the creator has.
stats.followers.topDemographics.age	Age group breakdown of followers (percentage).
stats.followers.topDemographics.gender	Gender distribution of followers (percentage).
stats.followers.topDemographics.location	Distribution of followers by location (percentage). Uses the two-letter state abbreviation.
stats.topBrands	A list of ids for the top brands which the creator has collaborated with.
stats.totalBrandCollaborations	Total number of brands that the creator has collaborated with.
stats.promotedProducts	Total number of products that the creator has promoted.
stats.unitsSold	Total products sold through TikTok Shop in the last 30 days.
stats.gpm	GMV per mile (GPM) data for the creator. The Gross Merchandise Value generated per 1,000 video views.
stats.gmv.currency	Gross Merchandise Value generated in the last 30 days (USD).
stats.gmv.total	Gross Merchandise Value (GMV) generated in the last 30 days (USD).
stats.gmv.video	GMV attributed to videos over the past 30 days (USD).
stats.gmv.live	GMV attributed to lives over the past 30 days (USD).
stats.gmvDistribution.category	A list of categories and their attributed GMV in percentage for the creator.
stats.gmvDistribution.content	GMV distribution by creator content - video, live and product showcase.
stats.avgViews.video	Average number of views per video over the last 30 days.
stats.avgViews.live	Average number of views per live session.
stats.avgLikes.video	Average number of likes per video.
stats.avgLikes.live	Average number of likes per live stream.
stats.avgComments.video	Average number of comments per video.
stats.avgComments.live	Average number of comments per live session.
stats.avgShares.video	Average number of shares per video.
stats.engagementRate.video	The number of post engagements (likes, shares, and comments) divided by the total video views averaged across the videos in the last 30 days (percentage).
stats.engagementRate.live	E-commerce live stream engagement rate (percentage).
stats.contentFrequency.video	The number of e-commerce video posts associated with the creator.
stats.contentFrequency.live	The number of e-commerce livestreams associated with the creator.
stats.avgCommission.range	Average commission range for the creator.
stats.avgCommission.value	Average affiliate commission percentage across promoted products.
stats.rating	Creator rating from brands that have worked with them before.
stats.promotionPerformanceScore	The score reflects the quality of a creator’s shoppable content and product selection over the past 90 days. Higher scores suggest a better shopping experience with fewer refunds or negative reviews.
stats.postRate	Likelihood in percentage, that the creator will make a video or live after receiving a sample from a brand.

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🔄 Data Freshness

All statistics represent rolling 30-day performance and are refreshed daily to ensure up-to-date analytics.

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🌍 Region Support

• ✅ United States — fully supported
• 🌎 Other regions coming soon (UK, TH, SEA, EU)

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🧠 Why Choose This Actor

Unlike generic TikTok scrapers, TikTok Shop Creators focuses on the commerce side of TikTok — giving you actionable insights that drive sales, partnerships, and campaign ROI.

It’s perfect for:

• Brand owners and agencies scouting creators
• Influencer platforms enriching their data
• Market researchers analyzing trends in social commerce

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⚙️ How to Use

1. Provide a TikTok Shop creator username as input.
2. Run the actor.
3. Get structured JSON output with full creator analytics.

You can run this actor directly on Apify or integrate it into your workflows via the Apify API.

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💡 Please note

If the creator has not given permission for precise data sharing, some stat properties will not be present and you might get null values.

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💸 Start Exploring TikTok Shop Creators

Unlock the data behind TikTok’s fastest-growing creators today.

Accurate. Structured. Actionable.

📩 Contact

For any queries, requests for more data or consultation send an email to lemurxn@gmail.com ✌️