Store explorer
WinningHunter tracks Shopify stores for revenue, traffic, and bestsellers (Sales tracker / Explore shops in the app).
REST (API key)
POST /api/v1/store-explorer — API key (same credits and auth as other programmatic endpoints). Request shape matches Explore shops in the dashboard; copy a working request from the app’s network tab if in doubt.
POST /api/v1/store-explorer/visual-search — image-based store similarity search for Shopify stores.
Send either:
image(multipart upload), orimage_url(public image URL)
You can include the same optional Explore Shops filters (country, category, monthlyRevenue, sortingKey, sortingDirection, page, pageSize, etc.) to narrow visual matches. The response includes similarity-ranked rows and similarity_score.
See also: API reference, Authentication.
MCP tool
| Tool | Role |
|---|---|
search_shopify_stores |
Keyword search, pagination, sort (keyword, page, size, sort_by, sort_order) plus revenue filters (min_revenue, max_revenue) and annual aliases (min_annual_revenue, max_annual_revenue → monthly x12 model in backend). |
find_similar_stores_by_image |
Visual search by product image URL (image_url) with optional paging/sort/filter args, including monthly/annual revenue bounds. |
Uses the same search and pagination model as POST /api/v1/store-explorer. Full parameter list: MCP · tools reference. Setup: MCP.
See also
- API Store tracker — add/remove stores and tracker limits
- Credits & billing — store-explorer metering