# TikTok Shop Creator GMV Lookup — Sales by Username (`dataovercoffee/tiktok-shop-gmv-lookup`) Actor

💰 Look up the TikTok Shop GMV of creators you already have. Paste usernames or profile links and get each creator's GMV, units, 📈 growth, profile and contact emails ✨

- **URL**: https://apify.com/dataovercoffee/tiktok-shop-gmv-lookup.md
- **Developed by:** [Data Over Coffee](https://apify.com/dataovercoffee) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

$40.00 / 1,000 creators

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

Keep your TikTok Shop creator lists up to date with fresh GMV, promotion activity and contact details.

**TikTok Shop Creator GMV Lookup** refreshes the creators you already track, backed by over **$100M in TikTok Shop GMV tracked daily across 1M+ creators**. Submit up to **10,000 usernames or profile links** to get estimated weekly GMV, GMV growth, lifetime GMV, promoted products and available emails for the **United States and United Kingdom**.

Run it weekly to review your affiliate roster, or daily to keep priority creators current. Use the results in your creator database, client reports or recruitment workflow.

**$0.04 per returned creator. Sales data updated daily, with a two-day delay.**

### 🎯 What You Can Do

| Use case | How it helps |
| --- | --- |
| **Refresh your affiliate roster** | Check partners’ latest sales and promotion activity |
| **Maintain a recruitment watchlist** | Recheck promising creators as their sales grow |
| **Update agency reports** | Refresh GMV for each client’s creator list |
| **Enrich your creator database** | Add current GMV, product history and available emails |
| **Qualify new prospects** | Review sales and product fit before sending samples |

### ⚙️ How to Use It

1. **Paste TikTok usernames or profile links**, one per row—up to 10,000.
2. **Select your sales market:** United States, United Kingdom or both.
3. **Set a maximum cost per run** and start the lookup.
4. **Repeat daily or weekly** with the same list to refresh your data.

![Actor input — creator usernames and sales markets](https://apify-data-over-coffee.s3.us-east-1.amazonaws.com/tiktok_gmv_lookup_input_2026-09-29.png)

### 📦 What You Get

**One row per returned creator with TikTok Shop sales data.**

| Data | Included details |
| --- | --- |
| **Your input** | The username or profile link as you entered it, to match results to your list |
| **Sales** | Sales market, estimated GMV for the latest seven days and the seven days before, growth, estimated units sold, GPM (GMV per 1,000 views) and lifetime GMV |
| **Profile** | Username, display name, profile link, followers, verification status, bio and language |
| **Promotion activity** | Categories, distinct products and shops promoted, latest product-promoting video date |
| **Promoted products** | Recorded product names, links, shops, prices, promotion video counts and latest promotion dates |
| **Product price range** | Average, lowest and highest promoted-product prices in USD |
| **Contact and engagement** | Available emails; average views, likes and comments on recent videos |
| **Reporting cutoff** | Last day of sales included in the figures |

![Actor output — one row per creator with sales, lifetime GMV and promoted products](https://apify-data-over-coffee.s3.us-east-1.amazonaws.com/tiktok_gmv_lookup_output_2026-09-29.png)

### 💰 Pricing

**$0.04 per returned creator — $40 per 1,000 results.** All listed data is included.

| Usage | Cost |
| --- | --- |
| 100 creators, one refresh | $4 |
| 1,000 creators, one refresh | $40 |
| 1,000 creators, four weekly refreshes | $160 |

Each run is billed for creators returned. Submitted creators that produce no result are not charged. Set a maximum cost per run to cap spending.

**Free-plan limit:** up to **40 returned creators over the lifetime of your account** on Apify’s free plan. Standard per-result pricing applies.

### 🔗 Find More Creators

| Your next step | Actor to use |
| --- | --- |
| **Find creators by category and GMV** | **[TikTok Shop Creator Search by GMV](https://apify.com/dataovercoffee/tiktok-shop-creator-search)** — search by market, category, GMV and growth |
| **Find creators already promoting a competitor's product or shop** | **[TikTok Shop Affiliate Finder](https://apify.com/dataovercoffee/tiktok-shop-affiliate-finder)** — paste a product or shop link and get the creators who promoted it |
| **Find more creators like one on your list** | **[TikTok Lookalike Search](https://apify.com/dataovercoffee/tiktok-lookalike-search)** — start from one creator and find accounts with similar content |

### ❓ FAQ

#### Can I refresh the same creator list daily or weekly?

Yes. Resubmit the same usernames or profile links to retrieve the latest figures. Use weekly refreshes for roster reviews and daily refreshes for priority watchlists. Each run is billed separately.

#### How current are the sales figures?

Data is **updated daily**, with a **two-day delay**. Every result includes the last day of sales covered.

To check the latest day before a daily run, open [tiktok.dataovercoffee.com/shop-creators/data-updated-through](https://tiktok.dataovercoffee.com/shop-creators/data-updated-through).

#### Does a daily refresh return daily GMV?

No. Each refresh returns GMV for the latest seven days, the seven days before and the growth between them, plus lifetime GMV.

#### Can I build historical reports or alerts?

Yes. Save each run’s results and compare them over time in your own reporting or automation workflow.

#### What does creator GMV mean?

GMV means gross merchandise value—the estimated value of product sales attributed to a creator.

#### Which markets are supported?

**United States and United Kingdom**, individually or together.

#### Are emails included?

Yes, where known, at no additional charge.

#### What if a creator is missing?

Only creators with TikTok Shop sales figures in your selected markets are returned. You are not charged for the others.

#### Does this find new creators?

No, it looks up the creators you supply. To find affiliates by sales, category and market, use [TikTok Shop Creator Search by GMV](https://apify.com/dataovercoffee/tiktok-shop-creator-search). To find accounts similar to a creator you already like, use [TikTok Lookalike Search](https://apify.com/dataovercoffee/tiktok-lookalike-search).

#### Need help?

Email **<support@dataovercoffee.com>** with your Run ID, or open an issue on the actor page.

# Actor input Schema

## `usernames` (type: `array`):

TikTok usernames or profile links, one per row. Up to 10,000.

## `markets` (type: `array`):

The TikTok Shop markets to read sales in.

## Actor input object example

```json
{
  "usernames": [
    "qvc",
    "lopeztips",
    "makeup_mabell"
  ],
  "markets": [
    "US",
    "GB"
  ]
}
```

# Actor output Schema

## `creators` (type: `string`):

One row per creator, highest GMV first.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "usernames": [
        "qvc",
        "lopeztips",
        "makeup_mabell"
    ],
    "markets": [
        "US",
        "GB"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("dataovercoffee/tiktok-shop-gmv-lookup").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "usernames": [
        "qvc",
        "lopeztips",
        "makeup_mabell",
    ],
    "markets": [
        "US",
        "GB",
    ],
}

# Run the Actor and wait for it to finish
run = client.actor("dataovercoffee/tiktok-shop-gmv-lookup").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "usernames": [
    "qvc",
    "lopeztips",
    "makeup_mabell"
  ],
  "markets": [
    "US",
    "GB"
  ]
}' |
apify call dataovercoffee/tiktok-shop-gmv-lookup --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,dataovercoffee/tiktok-shop-gmv-lookup"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/D561EzFace1thHuA7/builds/NR8XhgxqEO2nQEzN9/openapi.json