Lululemon API endpoint
Use Crawlora's Lululemon Outfit Recommendations 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/outfitReturns lululemon's own curated outfit/style recommendations for one product color: every complementary item in each styled look, plus the anchor product itself. unified_id and color_code are lululemon-product's own unified_id response field and a color's code field (from lululemon-product's colors[] or lululemon-category's style_numbers-paired colors[]) -- not lululemon-product's own product_id, which is a different id space. Recommended items' own id is a separate, third-party catalog id (not lululemon-product's product_id) -- use each item's url to reach its product page. An unrecognized unified_id/color_code 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 |
|---|---|---|---|---|---|
| unified_id | string | Yes | lululemon product unified id, from a lululemon-product result's unified_id field | ||
| color_code | string | Yes | lululemon color code, from a lululemon-product result's colors[].code field | ||
| x-api-key (header) | string | Yes | API key required |
curl -X GET "https://api.crawlora.net/api/v1/lululemon/outfit" \ -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.
- `item.id` and `looks[].items[].id` are FindMine's own catalog ids (e.g. `prod11870949`), not `lululemon-product`'s `product_id` -- confirmed these do not round-trip through `lululemon-product`. Use each item's `url` to reach its own product page, not `id`. - `item` is the anchor product this outfit was built around (echoing the `unified_id`/`color_code` input); `looks[]` are the recommended complementary items, grouped by curated look. - `currency` is hardcoded to `USD` -- this endpoint only queries the US storefront. - A product/color with no curated outfit returns a well-formed empty `looks` array rather than an error. - An unrecognized `unified_id`/`color_code` pair returns `404`. ```json {"code":200,"msg":"OK","data":{"unified_id":"Scuba-Relaxed-Half-Zip-Colourblock","color_code":"79895","item":{"id":"adf2c3ab-194e-4004-b063-84691cfae3c1","title":"Scuba Relaxed Half-Zip *Colourblock","url":"https://shop.lululemon.com/p/scuba-relaxed-half-zip-colourblock/j321dxtscf?color=79895","image_url":"https://pdimg-prod-fmv3.findmine.com/v3/adf2c3ab-194e-4004-b063-84691cfae3c1/6d1df7a8-5ba1-4dba-b843-ad17e37f9d0b.lg.png","category":"Women Apparel.Sweater.Casual","currency":"USD","list_price":138,"on_sale":false},"looks":[{"id":"5456783d-e77a-4429-8f92-4d3c329be4bd","items":[{"id":"10c3668f-10ed-45fc-b0c9-0ee00f78f397","title":"Wundermost Ultra-Soft Nulu Spaghetti-Strap Adjustable Cami","url":"https://shop.lululemon.com/p/women-tanks/Wundermost-USoft-Nulu-Spag-Strap-Cami-Tank-Adjust/_/prod11870949?color=0001","image_url":"https://pdimg-prod-fmv3.findmine.com/v3/10c3668f-10ed-45fc-b0c9-0ee00f78f397/0b9bec93-4ca1-4abb-9014-cdde6bdfe10d.0800.lg.png","category":"Women Apparel.Shirt.Tank Top.Full Length","currency":"USD","list_price":48,"on_sale":false}]}],"source_url":"https://shop.lululemon.com/outfitting/api/v3/complete-the-look?product_color_id=79895&product_id=Scuba-Relaxed-Half-Zip-Colourblock&application=...&return_pdp_item=true®ion=US&language=en","fetched_at":"2026-08-14T08:00:00Z"}} ```
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.outfitResponseDoc
| Field | Type | Required | Enum | Bounds | Example | Description |
|---|---|---|---|---|---|---|
| code | integer | No | 200 | |||
| data | lululemon.OutfitResponse | No | ||||
| data.color_code | string | No | ||||
| data.fetched_at | string | No | ||||
| data.item | lululemon.OutfitItem | No | ||||
| data.item.category | string | No | ||||
| data.item.currency | string | No | ||||
| data.item.id | string | No | ||||
| data.item.image_url | string | No | ||||
| data.item.list_price | number | No | ||||
| data.item.on_sale | boolean | No | ||||
| data.item.sale_price | number | No | ||||
| data.item.title | string | No | ||||
| data.item.url | string | No | ||||
| data.looks | array | No | ||||
| data.looks[].id | string | No | ||||
| data.looks[].items | array | No | ||||
| data.looks[].items[].category | string | No | ||||
| data.looks[].items[].currency | string | No | ||||
| data.looks[].items[].id | string | No | ||||
| data.looks[].items[].image_url | string | No | ||||
| data.looks[].items[].list_price | number | No | ||||
| data.looks[].items[].on_sale | boolean | No | ||||
| data.looks[].items[].sale_price | number | No | ||||
| data.looks[].items[].title | string | No | ||||
| data.looks[].items[].url | string | No | ||||
| data.source_url | string | No | ||||
| data.unified_id | string | 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/outfit" \
-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.
Read Crawlora terms