> ## Documentation Index > Fetch the complete documentation index at: https://docs.scrapeunblocker.com/llms.txt > Use this file to discover all available pages before exploring further. # Scrape Bodega Aurrera (Mexico) product search > Searches Bodega Aurrera (bodegaaurrera.com.mx, Walmart de Mexico) for `query` and returns `products`, each with `position`, `productId`, `name`, `brand`, `url`, `price` (MXN), `wasPrice` and `savings` (only on a promotion), `unitPrice`, `priceRange`, `rating`, `reviewCount`, `availability` / `availabilityText` / `inStock`, `seller` / `sellerType`, `salesUnit`, `department`, `category` (path), `badges`, `fulfillment` (pickup / delivery labels), `sponsored` and `image`. Also `totalResults`, `storeId` (the store the prices and availability are for: the one the storefront assigns a new visitor - a store or postal code cannot be chosen) and `nextPage`. Sort with `sort` (relevance, price_low, price_high), start at `page` and collect up to `max_results` across pages (about 40 per page, each page billed as one request, see `pagesFetched`). `url` takes a Bodega Aurrera search link instead of `query`. A results page usually takes 1-3 s; a page that has to be rendered in a browser takes 20-60 s. ## OpenAPI ````yaml /api-reference/openapi.json post /groceries/bodegaaurrera-search openapi: 3.1.0 info: title: ScrapeUnblocker API description: >- Public API for the ScrapeUnblocker proxy/anti-bot service. Authenticate every request with the `x-scrapeunblocker-key` header. Documented here: page-source extraction, Google SERP scraping, image fetch, and the dedicated plugin endpoints (search engines, marketplaces, reviews, travel, social and more). All other paths exist for internal operations and are intentionally hidden from this spec. version: 3.0.0 servers: - url: https://api.scrapeunblocker.com description: Production security: [] paths: /groceries/bodegaaurrera-search: post: tags: - Plugins summary: Scrape Bodega Aurrera (Mexico) product search description: >- Searches Bodega Aurrera (bodegaaurrera.com.mx, Walmart de Mexico) for `query` and returns `products`, each with `position`, `productId`, `name`, `brand`, `url`, `price` (MXN), `wasPrice` and `savings` (only on a promotion), `unitPrice`, `priceRange`, `rating`, `reviewCount`, `availability` / `availabilityText` / `inStock`, `seller` / `sellerType`, `salesUnit`, `department`, `category` (path), `badges`, `fulfillment` (pickup / delivery labels), `sponsored` and `image`. Also `totalResults`, `storeId` (the store the prices and availability are for: the one the storefront assigns a new visitor - a store or postal code cannot be chosen) and `nextPage`. Sort with `sort` (relevance, price_low, price_high), start at `page` and collect up to `max_results` across pages (about 40 per page, each page billed as one request, see `pagesFetched`). `url` takes a Bodega Aurrera search link instead of `query`. A results page usually takes 1-3 s; a page that has to be rendered in a browser takes 20-60 s. operationId: bodega_search_groceries_bodegaaurrera_search_post parameters: - name: query in: query required: false schema: anyOf: - type: string - type: 'null' description: What to search, e.g. 'leche', 'arroz', 'detergente' or 'pañales'. title: Query description: What to search, e.g. 'leche', 'arroz', 'detergente' or 'pañales'. - name: sort in: query required: false schema: type: string description: 'Order: relevance, price_low, price_high.' default: relevance title: Sort description: 'Order: relevance, price_low, price_high.' - name: page in: query required: false schema: type: integer description: 1-based results page to start from (1-25). default: 1 title: Page description: 1-based results page to start from (1-25). - name: max_results in: query required: false schema: type: integer description: >- Products to collect across pages (1-220); about 44 per page, and each page read is billed as one request. default: 44 title: Max Results description: >- Products to collect across pages (1-220); about 44 per page, and each page read is billed as one request. - name: url in: query required: false schema: anyOf: - type: string - type: 'null' description: >- Instead of `query`: a Bodega Aurrera search link, e.g. https://www.bodegaaurrera.com.mx/search?q=leche (its sort and page are used). title: Url description: >- Instead of `query`: a Bodega Aurrera search link, e.g. https://www.bodegaaurrera.com.mx/search?q=leche (its sort and page are used). responses: '200': description: JSON with a `products` array plus paging totals. content: application/json: schema: {} '400': description: Invalid parameters. '404': description: >- Bodega Aurrera found no products for this search, or sends the keyword to a category page without a results list. '422': description: Validation Error content: application/json: schema: $ref: '#/components/schemas/HTTPValidationError' '502': description: >- Blocked by the bot check on every attempt, no results page returned, or the call did not finish in time. security: - ScrapeUnblockerKey: [] components: schemas: HTTPValidationError: properties: detail: items: $ref: '#/components/schemas/ValidationError' type: array title: Detail type: object title: HTTPValidationError ValidationError: properties: loc: items: anyOf: - type: string - type: integer type: array title: Location msg: type: string title: Message type: type: string title: Error Type type: object required: - loc - msg - type title: ValidationError securitySchemes: ScrapeUnblockerKey: type: apiKey in: header name: x-scrapeunblocker-key description: Your ScrapeUnblocker API key. Apply on every request. ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.