Lululemon API endpoint
Use Crawlora's Lululemon Category Listing API to extract supported public Lululemon data as structured JSON. This page includes request parameters, cURL examples, response schema, error behavior, credit cost, and a Playground link for testing before integration.
/lululemon/categoryReturns one lululemon category's product listing page: normalized products with pricing, sale detection, sizes, colors, and style numbers, sourced from lululemon's own app-backend category data. category and cdp_hash are the two path segments of a lululemon category URL (https://shop.lululemon.com/c/{category}/{cdp_hash}), e.g. women-new-styles and n14f1wz6o10 -- both are also available from lululemon-categories's own category and cdp_hash fields. Pagination is page-based and real: requesting a page beyond the category's real last page returns a normal response with an empty products array rather than an error. An unrecognized category/cdp_hash pair returns 404. Developers commonly use this endpoint for data enrichment, monitoring, research dashboards, internal automation, and agent-native workflows that need repeatable structured public web data. Authentication uses the documented Crawlora headers, and usage is metered with the credit cost shown on this page.
Request parameters are generated from the active endpoint catalog. Required values must be sent before Crawlora can call the upstream public web data source.
| Parameter | Type | Required | Default | Description | Example |
|---|---|---|---|---|---|
| category | string | Yes | lululemon category slug, from a category URL's first path segment | ||
| cdp_hash | string | Yes | lululemon category id, from a category URL's second path segment | ||
| page | integer | No | 1 | Page number, one-based, defaults to 1 | |
| page_size | integer | No | 24 | Results per page, 1 to 100, defaults to 24 | |
| x-api-key (header) | string | Yes | API key required |
curl -X GET "https://api.crawlora.net/api/v1/lululemon/category?page=1" \ -H "x-api-key: $CRAWLORA_API_KEY"
Send your scraping API key in the x-api-key header. Use the console API Keys page to rotate or select the active key.
Endpoint usage is metered in credits. The plan prices, included credits, limits, and overage rates below match the active backend billing configuration.
| Plan | Price | Included credits | Daily cap | Rate limit | Overage |
|---|---|---|---|---|---|
| Free | $0/mo | 2,000 | 500 daily credits | 5/min | No overage |
| Starter | $9/mo | 20,000 | 5,000 daily credits | 15/min | $0.75/1,000 overage credits when enabled |
| Growth | $29/mo | 100,000 | 25,000 daily credits | 45/min | $0.45/1,000 overage credits when enabled |
| Pro | $79/mo | 400,000 | No daily cap | 120/min | $0.30/1,000 overage credits |
| Business | $199/mo | 1,200,000 | No daily cap | 300/min | $0.20/1,000 overage credits |
| Enterprise | $499/mo | 5,000,000 | No daily cap | 1,000/min | $0.12/1,000 overage credits |
This endpoint is executed through Crawlora's managed scraping infrastructure.
- Pagination is real and page-based: the same `page` returns identical results on repeat requests, and different pages return different, non-overlapping products. - Requesting a `page` beyond the category's real last page returns a normal `200` with an empty `products` array. `total_products` stays at its real, nonzero value in that case. - An unrecognized `category`/`cdp_hash` pair returns `404`. - `products[].colors[]` and `products[].style_numbers[]` are parallel arrays: index `i` of one corresponds to index `i` of the other. - `products[].image_url` is the first image lululemon's own listing lists for the product — not reliably paired to a specific color, since a product can carry more images than colors. - `products[].sale_price` is only populated when `on_sale` is `true`. ```json {"code":200,"msg":"OK","data":{"category":"women-scuba-clothes","cdp_hash":"n14uwkz9uld","page":1,"page_size":2,"total_products":31,"count":2,"source_url":"https://shop.lululemon.com/c/women-scuba-clothes/n14uwkz9uld?format=json&No=0&Nrpp=2&locale=en_US&sl=US","fetched_at":"2026-08-14T06:00:00Z","products":[{"id":"lt5o6p8kho","unified_id":"Scuba-Evolve-Straight-Leg-Pant-Regular","name":"Scuba Evolve Straight-Leg Pant *Regular","url":"https://shop.lululemon.com/p/scuba-evolve-straight-leg-pant-regular/lt5o6p8kho","image_url":"https://images.lululemon.com/is/image/lululemon/LW5JKOS_077007_1","currency":"USD","price":118,"list_price":118,"on_sale":false,"new_arrival":true,"category":"Sweatpants","category_id":"womens-sweatpants","activities":["Casual","Lounge"],"sizes":["L","M","S","XL","XS","XXS"],"colors":["Raspberry Rave","Heathered Core Ultra Light Grey","Mahogany Muse","Black"],"style_numbers":["LW5JKOS-077007","LW5JL9S-032493","LW5JKOS-074110","LW5JKOS-0001"]},{"id":"lp4yqrz3sp","name":"Scuba Evolve Half-Zip Hoodie","url":"https://shop.lululemon.com/p/scuba-evolve-half-zip-hoodie/lp4yqrz3sp","currency":"USD","price":128,"list_price":128,"sale_price":98,"on_sale":true,"category":"Hoodies & Sweatshirts","category_id":"womens-hoodies-and-sweatshirts","colors":["Black","True Navy"],"style_numbers":["LW1AXQS-0001","LW1AXQS-069243"]}]}} ```
Crawlora does not silently return bad data when the upstream page cannot be used.
| Status | Common failure case |
|---|---|
| 400 | Invalid input or missing required parameter |
| 429 | Plan or endpoint rate limit exceeded |
| 500 | Internal execution error |
| 502 | Upstream platform failed, returned unusable HTML, or served a challenge page that could not be resolved |
When possible, Crawlora returns structured error context so your integration can retry, back off, or inspect the request.
| Status | Description | Schema |
|---|---|---|
| 400 | Bad Request | #/definitions/app.Response |
| 404 | Not Found | #/definitions/app.Response |
| 429 | Too Many Requests | #/definitions/app.Response |
| 503 | Service Unavailable | #/definitions/app.Response |
Request schema
No body schema
Response schema
#/definitions/lululemon.categoryResponseDoc
| Field | Type | Required | Enum | Bounds | Example | Description |
|---|---|---|---|---|---|---|
| code | integer | No | 200 | |||
| data | lululemon.CategoryResponse | No | ||||
| data.category | string | No | ||||
| data.cdp_hash | string | No | ||||
| data.count | integer | No | ||||
| data.fetched_at | string | No | ||||
| data.page | integer | No | ||||
| data.page_size | integer | No | ||||
| data.products | array | No | ||||
| data.products[].activities | array | No | ||||
| data.products[].category | string | No | ||||
| data.products[].category_id | string | No | ||||
| data.products[].colors | array | No | ||||
| data.products[].currency | string | No | ||||
| data.products[].id | string | No | ||||
| data.products[].image_url | string | No | ||||
| data.products[].list_price | number | No | ||||
| data.products[].name | string | No | ||||
| data.products[].new_arrival | boolean | No | ||||
| data.products[].on_sale | boolean | No | ||||
| data.products[].price | number | No | ||||
| data.products[].sale_price | number | No | ||||
| data.products[].sizes | array | No | ||||
| data.products[].style_numbers | array | No | ||||
| data.products[].unified_id | string | No | ||||
| data.products[].url | string | No | ||||
| data.source_url | string | No | ||||
| data.total_products | integer | No | ||||
| msg | string | No | OK |
Use environment variables for secrets and keep Crawlora API keys server-side.
curl -X GET "https://api.crawlora.net/api/v1/lululemon/category?page=1" \
-H "x-api-key: $CRAWLORA_API_KEY"Crawlora is designed for responsible structured public web data workflows. Customers are responsible for using Crawlora in compliance with applicable laws, third-party rights, target-platform rules, and Crawlora terms.
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