Lululemon Scraper

Lululemon Scraper extracts product data from Lululemon's North American store (shop.lululemon.com) — categories, product details, prices, variants, colours, sizes, availability and images.

🎯 Features

1. Crawl a whole category, following pagination to the last page;
2. Crawl individual products, in either URL format the site uses;
3. Full variant matrix — every size/colour SKU with its own price and availability;
4. Fabric, fit and feature detail, plus per-colour image sets;
5. Three locales with correct currency and translated copy: en-us (USD), en-ca and fr-ca (CAD).

Prices are integers in minor units (cents), to avoid floating-point rounding. price.current is what a shopper pays today; price.previous is the list price, so current < previous means the item is marked down.

🔗 Supported URLs

Type	Example
Category	https://shop.lululemon.com/c/men-coats-and-jackets/n1h1v9
Category, from page N	https://shop.lululemon.com/c/men-coats-and-jackets/n1h1v9?page=2
Product	https://shop.lululemon.com/p/mesh-panelled-track-jacket/npof7sabwn
Product (legacy format)	https://shop.lululemon.com/p/womens-leggings/Align-High-Rise-Pant-28/_/prod8780551
French Canadian	https://fr.shop.lululemon.com/p/mesh-panelled-track-jacket/npof7sabwn

A category URL is always crawled through to its final page; ?page=N simply sets where to start.

The UK, EU and Australian storefronts (lululemon.co.uk, eu.lululemon.com, lululemon.com.au, and the other country domains) run on a different platform and are not supported. Passing one logs a clear message and skips it.

📋 Input Parameters

The input is JSON. Fields are:

Field	Type	Description
startUrls	Array	Category and/or product page URLs. Required.
proxy	Object	Optional. The scraper reads a public JSON API, so the default datacenter proxy is fine.
maxConcurrency	Number	Optional, default 5. Maximum parallel requests.

Input Examples

Fetch every product in a category:

{
  "startUrls": [
    { "url": "https://shop.lululemon.com/c/men-coats-and-jackets/n1h1v9" }
  ]
}

Fetch specific products, mixing both URL formats and locales:

{
  "startUrls": [
    { "url": "https://shop.lululemon.com/p/mesh-panelled-track-jacket/npof7sabwn" },
    { "url": "https://shop.lululemon.com/p/womens-leggings/Align-High-Rise-Pant-28/_/prod8780551" },
    { "url": "https://fr.shop.lululemon.com/p/mesh-panelled-track-jacket/npof7sabwn" }
  ],
  "maxConcurrency": 5
}

The same product in two locales produces two records, distinguished by source.language and source.currency.

📤 Data storage

Products are pushed to the default dataset in JSON format. Below is a real record with the image, variant and option lists truncated for readability.

{
  "source": {
    "id": "chbtrrpu2f",
    "crawlUrl": "https://shop.lululemon.com/p/water-repellent-golf-pullover/chbtrrpu2f",
    "canonicalUrl": "https://shop.lululemon.com/p/water-repellent-golf-pullover/chbtrrpu2f",
    "retailer": "lululemon",
    "language": "en-us",
    "currency": "USD"
  },
  "title": "Water-Repellent Golf V-Neck Pullover",
  "description": "Play on. This lightweight, water-repellent golf pullover folds down small and is easy to bring with you on days with unpredictable weather.",
  "brand": "lululemon",
  "categories": [
    "Men's Clothes",
    "Hoodies & Sweatshirts"
  ],
  "tags": [
    "Golf"
  ],
  "medias": [
    {
      "id": "LM3GBTS-069299-0",
      "type": "Image",
      "url": "https://images.lululemon.com/is/image/lululemon/LM3GBTS_069299_1",
      "alt": "Club Blue/Club Blue",
      "index": 0,
      "variantIds": [
        "69299"
      ]
    },
    {
      "id": "LM3GBTS-069299-1",
      "type": "Image",
      "url": "https://images.lululemon.com/is/image/lululemon/LM3GBTS_069299_2",
      "alt": "Club Blue/Club Blue",
      "index": 1,
      "variantIds": [
        "69299"
      ]
    },
    "… 46 more"
  ],
  "variants": [
    {
      "id": "158571353",
      "sku": "LM3GBTS",
      "options": [
        "69299",
        "XS"
      ],
      "price": {
        "current": 8900,
        "previous": 12800,
        "original": 12800,
        "stockStatus": "OutOfStock",
        "stockCount": 0
      },
      "extraInfo": {
        "sizeTokenKey": "xs",
        "isFinalSale": true,
        "fulfillmentType": "ship"
      }
    },
    {
      "id": "158571316",
      "sku": "LM3GBTS",
      "options": [
        "43646",
        "S"
      ],
      "price": {
        "current": 8900,
        "previous": 12800,
        "original": 12800,
        "stockStatus": "OutOfStock",
        "stockCount": 0
      },
      "extraInfo": {
        "sizeTokenKey": "s",
        "isFinalSale": true,
        "fulfillmentType": "ship"
      }
    },
    "… 28 more"
  ],
  "options": [
    {
      "type": "Colour",
      "values": [
        {
          "id": "69299",
          "name": "Club Blue/Club Blue",
          "icon": "https://images.lululemon.com/is/image/lululemon/69299",
          "medias": [
            "… 8 images"
          ]
        },
        {
          "id": "43646",
          "name": "Black/Graphite Grey",
          "icon": "https://images.lululemon.com/is/image/lululemon/43646",
          "medias": [
            "… 10 images"
          ]
        },
        "… 3 more"
      ]
    },
    {
      "type": "Size",
      "values": [
        {
          "id": "xs",
          "name": "XS",
          "medias": []
        },
        {
          "id": "s",
          "name": "S",
          "medias": []
        },
        "… 4 more"
      ]
    }
  ],
  "price": {
    "current": 8900,
    "previous": 12800,
    "original": 12800,
    "stockStatus": "InStock",
    "stockCount": 6
  },
  "extraInfo": {
    "unifiedId": "Water-Repellent-Golf-Pullover",
    "gender": "Men",
    "collections": [],
    "warmthRating": [],
    "support": [],
    "sizeGuideUrl": "/help/size-guide/womens",
    "highlights": [],
    "features": {
      "iconId": "feature_pockets",
      "title": "Product Features",
      "details": [
        "Zippered hand pockets with hidden phone sleeve",
        "Small drop-in pocket on the right-hand side for golf tees",
        "Vented underarm sleeve panel",
        "Cinchable shockcord hem"
      ]
    },
    "fabric": {
      "techName": "Nylon Taslan",
      "iconId": "fabric_waterclaims",
      "title": "Water-Repellent, Textured Nylon Fabric",
      "details": [
        "Water-repellent",
        "Abrasion-resistant"
      ]
    },
    "fit": {
      "iconId": "icon_silhouette",
      "title": "Relaxed Fit",
      "details": [
        "Designed to fit loosely with extra room in the chest and at the waist"
      ],
      "longDescription": ""
    },
    "designedFor": {
      "activityText": "Golf",
      "iconId": "icon_sweat"
    }
  }
}

Notes on fields

• source.canonicalUrl is the public product page. source.language and source.currency record which locale the record was captured in.
• variants[] is one entry per purchasable SKU. options holds the colour and size axes; a variant's options array references them by id.
• extraInfo.fabric, .fit, .features and .designedFor carry the PDP's structured copy where the product has it.
• Review counts and ratings are not included. Lululemon serves those from Bazaarvoice through a server-side proxy that is not publicly reachable.

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🤖 Use with AI agents

This Actor is callable as a tool by any MCP-capable agent — Claude, Cursor, VS Code — or by your own code, with no wrapper and nothing extra to deploy.

Connect over MCP

https://mcp.apify.com?tools=autofacts/lululemon-scraper

In a client that reads an mcpServers configuration block:

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=autofacts/lululemon-scraper",
      "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }
    }
  }
}

The agent reads this Actor's parameters and their descriptions straight from the input schema, and the hosted server infers the result field types from the dataset schema — so a model knows what to send and what comes back before it ever calls anything.

Or call the API directly

curl -X POST "https://api.apify.com/v2/acts/autofacts~lululemon-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H 'Content-Type: application/json' \
  -d '{"startUrls": [{"url": "https://shop.lululemon.com/c/men-coats-and-jackets/n1h1v9"}], "maxConcurrency": 5}'

The response body is the dataset records described above.

🧰 Other Actors by autofacts

Apify only auto-recommends Actors in the same category, so here are the ones that actually pair with this scraper:

Actor	What it's for
Farfetch Scraper	Luxury fashion, multi-currency
Boohoo Scraper	Fast fashion across 7 regions
Macy's Scraper	Department-store catalog and pricing
Ulta Beauty Scraper	US beauty retail — prices, every shade, reviews
Shopify Scraper	Products, variants and collections from any Shopify store

All of them: apify.com/autofacts