Identify top-performing TikTok Shop creators and analyze their sales performance, audience demographics, and GMV metrics.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install keyapi-tiktok-shop-creator-discovery
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install keyapi-tiktok-shop-creator-discovery using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is TikTok Shop Creator Discovery?
This skill provides specialized intelligence for the TikTok e-commerce ecosystem using the KeyAPI MCP service. It allows developers and marketers to go beyond basic influencer metrics by surfacing hard commerce data such as GMV contribution, actual sales volume, and product promotion effectiveness. By integrating this into your Openclaw Skills collection, you gain the ability to perform deep audits of creator performance that are typically only available within the TikTok Shop commercial platform.
The tool is built to handle the complexities of the Overseas E-Commerce (OEC) system, providing a structured way to resolve creator identities and extract actionable sales insights. Whether you are building an automated vetting pipeline or performing manual market research, this skill serves as a bridge to TikTok's proprietary commerce data.
TikTok Shop Creator Discovery Use Cases
- Discover top-performing creators in specific product categories for affiliate marketing.
- Evaluate the commercial viability of a creator based on historical GMV and items sold.
- Verify audience alignment by analyzing demographic data like age, gender, and geographic distribution.
- Monitor creator growth velocity to identify rising stars before they become mainstream.
- Conduct content-commerce analysis to see which specific video formats drive the highest conversion rates.
How TikTok Shop Creator Discovery Works
- Resolve the creator handle (@handle) to a unique creator_oecuid using the search_shop_creator tool.
- Fetch the creator's shop profile to view high-level KPIs and shop tenure.
- Pull detailed sales metrics and GMV breakdowns to assess revenue contribution.
- Analyze the audience demographic profile to ensure targeting accuracy.
- Retrieve time-series data to visualize growth and sales trends over specific periods.
- Evaluate specific promotion videos and batch-process image URLs for reporting and visualization.
TikTok Shop Creator Discovery Setup
To get started with this skill in your Openclaw Skills environment, follow these steps:
# 1. Install required Node.js dependencies
npm install
# 2. Set your KeyAPI token (obtainable from keyapi.ai)
export KEYAPI_TOKEN=your_token_here
# 3. Test the MCP server connection
node scripts/run.js --list-tools
Ensure you have Node.js v18 or higher installed and a valid API token from KeyAPI.
TikTok Shop Creator Discovery Data Schema & Taxonomy
The skill organizes data within a structured local cache to minimize redundant API calls. Data is mapped as follows:
| Data Category | Tool/Source | Key Metadata Fields |
|---|---|---|
| Identity Resolution | search_shop_creator |
unique_id, creator_oecuid, region |
| Performance | get_shop_creator_detail |
Follower count, total GMV, shop tenure |
| Commerce | get_shop_creator_sales |
Units sold, GMV by product category |
| Demographics | get_shop_creator_audience |
Age groups, gender ratios, top countries |
| Content | get_shop_creator_videos |
Video views, sales per video, CTR signals |
All results are stored locally in the .keyapi-cache/ directory, organized by creator ID.
TikTok Shop Creator Discovery Advanced Features
- Intelligent local caching: Implements a cache-first policy to optimize performance and reduce API quota consumption.
- Automated image processing: Includes a batch-download utility to convert proprietary TikTok image URLs for local rendering.
- Multi-region support: Full support for commercial markets including US, DE, TH, MY, ID, PH, and VN.
- Robust error handling: Built-in retry mechanisms for 500-series errors and automated schema validation.
- Content-to-Commerce mapping: Directly correlates video performance with conversion metrics for high-precision auditing.
SKILL.md
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