Lululemon Product Scraper

Turn any lululemon keyword, category, product URL, or the entire catalog into clean, structured JSON — with size-level stock, current/list/sale prices, colors, images, fabric and fit. Runs on lululemon's own product API, so results are fast and complete. No proxy, no login, no CAPTCHA solving on your side.

Not affiliated with, endorsed by, or sponsored by lululemon athletica inc. Use responsibly and in line with applicable terms and laws.

Who it's for

• Price & markdown intelligence — track prices, "We Made Too Much" markdowns and stock across the catalog over time.
• Resellers & arbitrage — spot drops, sale %, and which sizes/colors are still available on the official store.
• E-commerce, affiliate & catalog feeds — a clean, incremental product feed (name, price, variants, images) for comparison sites and marketplaces.
• Analysts & researchers — assortment, pricing and sustainability studies.
• AI / agents — call it from an MCP-enabled assistant to pull live product data.

What you get (output fields)

Field	Type	Description
id, legacyId, unifiedId	string	Product identifiers.
name	string	Product name.
brand, gender, tier	string	Brand, gender, product tier.
category	string	Category (e.g. "Leggings").
url	string	Full product page URL.
currency	string	USD or CAD (per locale).
price, priceMax	number	Current price range (sale price when discounted).
listPrice, listPriceMax	number	Original list price range.
salePrice	number	Lowest sale price (present when on sale).
onSale	boolean	Whether any SKU is discounted.
inStock	boolean	Whether any size is available.
availableSizes, sizes, inseams	array	Sizes in stock, all sizes, inseams.
skuCount	integer	Number of SKUs (size × color × inseam).
skus	array	Per-SKU: size, inseam, color, listPrice, salePrice, isAvailable, isLowStock, fulfillmentType, isFinalSale.
colors, colorNames, colorCount	array/int	Color options and count.
image, images	string/array	Primary image + full image set.
description	string	Marketing description.
fabric, fit, fitDescription	string	Fabric, fit name and description.
features	array	Product feature bullets.
designedFor, activities	string/array	Intended activity/use.
highlights, collections	array	Badges (e.g. "Best Gift") and collection.
sustainability	string	Sustainability claim, when present.
reviewsId	string	Bazaarvoice reviews id (for cross-referencing reviews).
source, locale, lastmod, scrapedAt	string	Provenance and timestamps.

Empty/irrelevant fields are omitted per row, so the output stays clean.

High-value use cases

• Daily price & markdown tracking — schedule scrapeFullCatalog with updatedSince to capture only what changed since your last run, then diff prices and onSale to detect markdowns the moment they land.
• Size-availability monitoring — watch availableSizes / skus[].isAvailable on a set of productUrls to know exactly when a size or color sells out or restocks.
• Category assortment snapshots — pull an entire category (e.g. women's leggings) with one categoryUrls entry to analyze breadth, pricing tiers and color counts.
• Competitive & resale intelligence — compare official-store price and stock against resale marketplaces to price inventory or find arbitrage.
• Product feed for a site or app — keep a comparison site or app in sync with a nightly incremental catalog crawl.

Input parameters

Field	Type	Default	Description
searchQueries	string[]	["align leggings"]	Keywords to search; each is fully paginated.
categoryUrls	string[]	–	Category pages, e.g. https://shop.lululemon.com/c/women-leggings/n1udsq.
productUrls	string[]	–	Product URLs or bare IDs (prod8780551, nydfvgl10k); always fetched with full detail.
scrapeFullCatalog	boolean	false	Crawl the full product sitemap for the locale (~4,000 styles).
updatedSince	string	–	Catalog only: ISO date; scrape only products modified on/after it (incremental).
includeDetails	boolean	true	Enrich each product with full detail (SKUs, fabric, fit, images). Turn off for lighter rows.
locale	string	en-us	en-us (USD), en-ca (CAD), fr-ca (CAD).
sort	string	""	new_arrivals, top_rated, price_high_to_low, price_low_to_high.
maxItems	integer	100	Stop after this many products across all sources.
filters	string	–	Advanced raw refinement string (e.g. a color filter).
proxyConfiguration	object	off	Optional Apify proxy; not needed for normal use.

Provide at least one of searchQueries, categoryUrls, productUrls, or set scrapeFullCatalog=true.

Example input

{
  "searchQueries": ["align leggings"],
  "includeDetails": true,
  "locale": "en-us",
  "sort": "price_low_to_high",
  "maxItems": 50
}

Example output (one row, trimmed)

{
  "id": "prod8780551",
  "legacyId": "prod8780551",
  "unifiedId": "Align-Pant-Full-Length-28",
  "reviewsId": "Align_Pant_Full_Length_28",
  "name": "lululemon Align™ High-Rise Pant 28\"",
  "brand": "lululemon",
  "gender": "Women",
  "category": "Leggings",
  "url": "https://shop.lululemon.com/p/womens-leggings/Align-Pant-Full-Length-28/_/prod8780551",
  "currency": "USD",
  "price": 98,
  "listPrice": 98,
  "onSale": false,
  "inStock": true,
  "availableSizes": ["0", "2", "4", "6", "8", "10", "12"],
  "colorCount": 12,
  "skuCount": 111,
  "skus": [
    {"id": "124926329", "size": "0", "inseam": "28\"", "color": "True Navy",
     "listPrice": 98, "currency": "USD", "isAvailable": true, "fulfillmentType": "ship"}
  ],
  "fabric": "Nulu™",
  "fit": "Tight",
  "designedFor": "Yoga",
  "activities": ["Dance", "Pilates", "Yoga"],
  "images": ["https://images.lululemon.com/is/image/lululemon/LW5JYYS_077007_1"],
  "source": "search:align leggings",
  "locale": "en-us",
  "scrapedAt": "2026-08-29T00:00:00Z"
}

Scheduling & integrations

• Schedule runs (hourly/daily) from the Apify Console to keep a price/stock feed fresh; pair scrapeFullCatalog with updatedSince for cheap incremental syncs.
• Webhooks can fire on run completion to push new data into your systems.
• Export to JSON, CSV, Excel or the API, or connect to Google Sheets, Make, Zapier, Airbyte or S3 via Apify's integrations.
• Every run also resumes from a checkpoint if interrupted — no duplicate rows.

Use it from an AI assistant (MCP)

This Actor works with the Apify MCP server, so an MCP-enabled assistant (Claude, ChatGPT, VS Code, etc.) can call it as a tool — e.g. "get lululemon align leggings prices and which sizes are in stock" — and receive the structured rows above. See Apify's MCP documentation to connect it.

FAQ

Do I need a proxy or account? No. The Actor talks to lululemon's public product API, which it reaches directly. A proxy is optional (e.g. a Canadian IP for en-ca).

How fresh is the data? It is fetched live on each run — prices, sale status and size availability reflect the store at run time.

How many products can it return? As many as you want via maxItems; the full catalog is ~4,000 styles per locale. Search pages 20/request, categories 100/request.

Can I get only what changed? Yes — scrapeFullCatalog + updatedSince scrape only products whose sitemap lastmod is on/after your date.

Does it include reviews? Not the review text — lululemon serves reviews via a separate gated system. Each row includes reviewsId so you can cross-reference.

Which regions? United States (en-us, USD) and Canada (en-ca / fr-ca, CAD).

Is it reliable against anti-bot? Yes — it impersonates a real browser at the TLS layer to pass Akamai, with retries and graceful per-item error handling.

Is this legal? It collects publicly available product data. You are responsible for complying with lululemon's terms and applicable laws; don't use it for anything unlawful.