Darkstore locator and coverage research
Usa los endpoints de Pandamart para convertir darkstore locator and coverage research en solicitudes API repetibles con inputs documentados y respuestas JSON.
Turn pandamart's public darkstore data into structured JSON — grocery and convenience darkstore search by coordinate, per-store detail with delivery/pickup availability and minimums, a store's full category tree, curated home-page product shelves, full product detail by ID, and keyword search within one darkstore's catalog. Credential-free.
Search pandamart darkstores near a location, browse a store's categories and products, and search its full catalog as structured JSON.
Familias de endpoints
2
Parámetros documentados
28
Ejemplos
6
Snapshot en vivo del catálogo
Endpoints activos
6
Métodos
GET
Parámetros obligatorios
15
Referencias de esquema
6
{
"platform": "Pandamart",
"endpoint": "pandamart-search",
"method": "GET",
"path": "/pandamart/search",
"auth": "apiKey"
}Casos de uso
Search pandamart darkstores near a location, browse a store's categories and products, and search its full catalog as structured JSON.
Usa los endpoints de Pandamart para convertir darkstore locator and coverage research en solicitudes API repetibles con inputs documentados y respuestas JSON.
Usa los endpoints de Pandamart para convertir grocery product and pricing monitoring en solicitudes API repetibles con inputs documentados y respuestas JSON.
Usa los endpoints de Pandamart para convertir in-store catalog search and stock tracking en solicitudes API repetibles con inputs documentados y respuestas JSON.
Ejecución gestionada
Cada cifra de abajo se lee directamente del catálogo de endpoints en vivo de Pandamart — 6 endpoints, 28 parámetros de solicitud documentados y 6 esquemas de respuesta publicados — el mismo catálogo contra el que corren Docs y Playground.
6 documented Pandamart endpoints, grouped into 2 request families — Store and Search.
28 request parameters are documented across those Pandamart endpoints, 15 of them required — the full input contract is public before you write any integration code.
6 of the 6 Pandamart endpoints ship a recorded example response, and 6 carry a documented response schema — you can code against the real JSON before the first request.
Pandamart endpoints document their error responses (400, 404 and 503) alongside the success schema, so a block, a rate limit, or a missing record comes back as a typed error rather than silently empty data.
6 hosted MCP tools back the Pandamart endpoints, so an agent can call the same routes with the same parameters and the same JSON contract, with no custom glue.
Mapa de cobertura
/pandamart/store
/pandamart/search
Catálogo de endpoints
/pandamart/searchReturns pandamart grocery/convenience darkstores delivering to a latitude/longitude. Each store carries its code (the value the store and products endpoints take), name, address, coordinates, budget tier, chain, minimum order amount and delivery fee, delivery/pickup availability, and a hero image. A location with no coverage returns an empty list rather than an error.
Herramienta MCP pandamart_search
/pandamart/storeReturns one pandamart darkstore's detail by code: name, address, coordinates, budget tier, chain, minimum order amount, minimum delivery fee, delivery/pickup availability, timezone, and a hero image. Supplying latitude and longitude only affects the (optional) computed fields the upstream itself returns for that coordinate; it does not filter or reject the lookup.
Herramienta MCP pandamart_store
/pandamart/store/categoriesReturns one darkstore's full category tree: every category and sub-category, each with the upstream-reported product count and (for top-level categories) an image. This lists what categories exist and how large they are -- it does not fetch the items inside any one category. Sub-category product counts are frequently 0 upstream; only top-level counts are reliably populated.
Herramienta MCP pandamart_store_categories
/pandamart/store/productsReturns one darkstore's product showcase: every named shelf its own home page displays (deals, new arrivals, category highlights, etc.), each with real prices, stock, and availability. This is the curated set of shelves the store's home page surfaces, not the full category-browsable catalog.
Herramienta MCP pandamart_store_products
/pandamart/store/productReturns one product's full detail by ID: the same fields a shelf/search result carries plus category_id and, for weighable/grocery items, per-unit pricing and nutrition attributes. Resolves the store's page slug internally, so only the darkstore code and product ID are needed.
Herramienta MCP pandamart_store_product
/pandamart/store/searchSearches by keyword within one darkstore's own catalog -- the pandamart equivalent of the search box on a darkstore page. Unlike the product showcase's curated shelves, this reaches the store's full catalog by keyword. Returns matching products with real prices, stock, and availability, plus total_products and has_more for pagination via page/limit.
Herramienta MCP pandamart_store_search
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Cómo hacer scraping de Pandamart
Crawlora's Pandamart endpoints return normalized public pandamart darkstore data as JSON with one API key — no pandamart account required.
Pass a latitude and longitude (and market, where needed) to /pandamart/search for delivering darkstores — each with its code, name, address, budget tier, chain, minimum order amount and delivery fee, and delivery/pickup availability. A location with no coverage returns an empty list rather than an error.
Pass a code to /pandamart/store for that darkstore's name, address, coordinates, budget tier, chain, minimums, delivery/pickup availability, and timezone.
Call /pandamart/store/categories with a code for every category and sub-category with product counts (sub-category counts are frequently 0 upstream; only top-level counts are reliably populated), or /pandamart/store/products for the curated shelves (deals, new arrivals, category highlights) that darkstore's own home page displays, each with real prices, stock, and availability.
Pass a code and product ID to /pandamart/store/product for that item's name, description, price, stock, availability, discount badge, category_id, and, for weighable/grocery items, per-unit pricing and nutrition attributes.
Pass a code and query to /pandamart/store/search for keyword matches across that darkstore's entire catalog, not just the curated showcase — paginated with page and limit, with total_products and has_more for walking results.
Preguntas frecuentes
Call /pandamart/search with a coordinate for nearby darkstores, /pandamart/store for one darkstore's detail, /pandamart/store/categories for its category tree, /pandamart/store/products for its home-page showcase, /pandamart/store/product for one item's full detail, or /pandamart/store/search for a keyword search of its full catalog — all return structured JSON with one API key.
/pandamart/store/products returns the curated shelves (deals, new arrivals, category highlights) a darkstore's own home page displays; /pandamart/store/search reaches that darkstore's full catalog by keyword, the equivalent of using the search box on the store page.
They're sister brands from the same parent company, but distinct products — foodpanda is restaurant food delivery, Pandamart is grocery/convenience darkstore delivery. Crawlora covers each with its own dedicated endpoint family.
/pandamart/store/categories lists every category and sub-category with its product count, but browsing into a specific category page still requires a resolved delivery-address session this API family doesn't reproduce server-side. Use /pandamart/store/search for full-catalog keyword access instead.
For weighable/grocery items, yes — per-unit pricing and nutrition attributes alongside the standard name, description, price, stock, availability, and discount badge fields every product carries.