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API Reference

Pandamart API Documentation

Use Crawlora's Pandamart API endpoints to extract supported public Pandamart data as structured JSON. This documentation covers 6 active endpoints including Search pandamart darkstores near a location, Get one pandamart darkstore's detail, Get one pandamart darkstore's product showcase, Search for products within one pandamart darkstore, and related APIs. Developers can use these endpoints for monitoring, enrichment, research dashboards, internal data pipelines, and agent-native workflows without maintaining platform-specific scraping code. Each endpoint page documents authentication, request parameters such as latitude, longitude, code, query, cURL examples, response examples, response schemas, errors, credit cost, and Playground testing. Send requests to the Crawlora API with an x-api-key header, review usage and plan limits on pricing, and test safe sample requests in Playground before moving the workflow into production.

Try Search pandamart darkstores near a location Start with endpoint docs Pricing

Quick start

Choose an endpoint, send an authenticated request with the x-api-key header, and inspect the normalized JSON response. The examples below use the public Crawlora API base URL and the same endpoint catalog used by Playground.

Base URL: https://api.crawlora.net/api/v1
Auth header: x-api-key: $CRAWLORA_API_KEY
Primary endpoint: GET /pandamart/search
Credit cost: 2 credits/request

curl -X GET "https://api.crawlora.net/api/v1/pandamart/search?market=sg&limit=10" \
  -H "x-api-key: $CRAWLORA_API_KEY"

Try Search pandamart darkstores near a location in Playground API key authentication Review Crawlora pricing

Pandamart API endpoints

These endpoint cards are generated from the active Crawlora endpoint catalog, including method, path, auth mode, credit cost, parameter summary, docs, and Playground links.

GET/pandamart/searchapiKey2 credits/request

Search pandamart darkstores near a location

Returns 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.

Required params: latitude:query, longitude:query

Search pandamart darkstores near a location documentation Try Search pandamart darkstores near a location in Playground

GET/pandamart/storeapiKey1 credit/request

Get one pandamart darkstore's detail

Returns 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.

Required params: code:query

Get one pandamart darkstore's detail documentation Try Get one pandamart darkstore's detail in Playground

GET/pandamart/store/productsapiKey1 credit/request

Get one pandamart darkstore's product showcase

Returns 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 -- browsing into a specific category page requires a resolved delivery-address session this repo could not reproduce server-side.

Required params: code:query

Get one pandamart darkstore's product showcase documentation Try Get one pandamart darkstore's product showcase in Playground

GET/pandamart/store/searchapiKey2 credits/request

Search for products within one pandamart darkstore

Searches 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.

Required params: code:query, query:query

Search for products within one pandamart darkstore documentation Try Search for products within one pandamart darkstore in Playground

GET/pandamart/store/categoriesapiKey1 credit/request

Get one pandamart darkstore's category tree

Returns 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. Sourced from the same page /pandamart/store/products reads, so it costs no extra request beyond a plain store lookup. This lists what categories exist and how large they are -- it does not fetch the items inside any one category, which still requires a resolved delivery-address session this repo could not reproduce. Sub-category product counts are frequently 0 upstream; only top-level counts are reliably populated.

Required params: code:query

Get one pandamart darkstore's category tree documentation Try Get one pandamart darkstore's category tree in Playground

GET/pandamart/store/productapiKey1 credit/request

Get one pandamart product's full detail

Returns 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.

Required params: code:query, product_id:query

Get one pandamart product's full detail documentation Try Get one pandamart product's full detail in Playground

Endpoint reference table

Endpoint	API path	Method	Credits	Required params	Docs	Playground
Search pandamart darkstores near a location	/pandamart/search	GET	2 credits/request	latitude:query, longitude:query	View docs	Try endpoint
Get one pandamart darkstore's detail	/pandamart/store	GET	1 credit/request	code:query	View docs	Try endpoint
Get one pandamart darkstore's product showcase	/pandamart/store/products	GET	1 credit/request	code:query	View docs	Try endpoint
Search for products within one pandamart darkstore	/pandamart/store/search	GET	2 credits/request	code:query, query:query	View docs	Try endpoint
Get one pandamart darkstore's category tree	/pandamart/store/categories	GET	1 credit/request	code:query	View docs	Try endpoint
Get one pandamart product's full detail	/pandamart/store/product	GET	1 credit/request	code:query, product_id:query	View docs	Try endpoint

Related Crawlora API pages

Pandamart API Try the primary endpoint in Playground Browse supported platforms Crawlora API pricing Amazon API documentation eBay API documentation Shop.app API documentation Shopify API documentation

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Docs menu

API Reference

Pandamart API Documentation

Try Search pandamart darkstores near a location Start with endpoint docs Pricing

Quick start

Base URL: https://api.crawlora.net/api/v1
Auth header: x-api-key: $CRAWLORA_API_KEY
Primary endpoint: GET /pandamart/search
Credit cost: 2 credits/request

curl -X GET "https://api.crawlora.net/api/v1/pandamart/search?market=sg&limit=10" \
  -H "x-api-key: $CRAWLORA_API_KEY"

Try Search pandamart darkstores near a location in Playground API key authentication Review Crawlora pricing

Pandamart API endpoints

These endpoint cards are generated from the active Crawlora endpoint catalog, including method, path, auth mode, credit cost, parameter summary, docs, and Playground links.

GET/pandamart/searchapiKey2 credits/request

Search pandamart darkstores near a location

Required params: latitude:query, longitude:query

Search pandamart darkstores near a location documentation Try Search pandamart darkstores near a location in Playground

GET/pandamart/storeapiKey1 credit/request

Get one pandamart darkstore's detail

Required params: code:query

Get one pandamart darkstore's detail documentation Try Get one pandamart darkstore's detail in Playground

GET/pandamart/store/productsapiKey1 credit/request

Get one pandamart darkstore's product showcase

Required params: code:query

Get one pandamart darkstore's product showcase documentation Try Get one pandamart darkstore's product showcase in Playground

GET/pandamart/store/searchapiKey2 credits/request

Search for products within one pandamart darkstore

Required params: code:query, query:query

Search for products within one pandamart darkstore documentation Try Search for products within one pandamart darkstore in Playground

GET/pandamart/store/categoriesapiKey1 credit/request

Get one pandamart darkstore's category tree

Required params: code:query

Get one pandamart darkstore's category tree documentation Try Get one pandamart darkstore's category tree in Playground

GET/pandamart/store/productapiKey1 credit/request

Get one pandamart product's full detail

Required params: code:query, product_id:query

Get one pandamart product's full detail documentation Try Get one pandamart product's full detail in Playground

Endpoint reference table

Endpoint	API path	Method	Credits	Required params	Docs	Playground
Search pandamart darkstores near a location	/pandamart/search	GET	2 credits/request	latitude:query, longitude:query	View docs	Try endpoint
Get one pandamart darkstore's detail	/pandamart/store	GET	1 credit/request	code:query	View docs	Try endpoint
Get one pandamart darkstore's product showcase	/pandamart/store/products	GET	1 credit/request	code:query	View docs	Try endpoint
Search for products within one pandamart darkstore	/pandamart/store/search	GET	2 credits/request	code:query, query:query	View docs	Try endpoint
Get one pandamart darkstore's category tree	/pandamart/store/categories	GET	1 credit/request	code:query	View docs	Try endpoint
Get one pandamart product's full detail	/pandamart/store/product	GET	1 credit/request	code:query, product_id:query	View docs	Try endpoint

Related Crawlora API pages

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