Wayfair Research

Wayfair research

Browse Wayfair's category taxonomy, list a category's product grid, and pull full product detail — all as normalized JSON from the Crawlora API, with no HTML scraping. This is a narrow skill: discovery is category-based only — there's no keyword search and no reviews endpoint.

When to use this skill

• "List Wayfair's categories" / "find the category id for [department]."
• "Browse this Wayfair category" / "what's in Wayfair's [category]?"
• "What does [Wayfair product] cost / what's its rating?"
• "Pull pricing for every item in this Wayfair category page."
• "Look up this Wayfair product by its W-id."

Setup (one-time)

• Get a free Crawlora API key (2,000 credits/mo, no card) at https://crawlora.net.
• Set CRAWLORA_API_KEY in the environment before running the helper.
• The helper reads CRAWLORA_API_KEY from the environment and sends requests to https://api.crawlora.net/api/v1. Missing/invalid key → 401.

How it works

1. Categories — /wayfair/categories lists Wayfair categories discovered from Wayfair's own sitemap, paginated (page, page_size), optionally filtered with q (matches derived name or department). Names are derived from the category's URL slug, not an authoritative site-provided label.
2. Browse a category — /wayfair/category (category) returns that category's product grid, page-based (page). category accepts a bare id (478390), a c-prefixed id (c478390), a slug (office-chairs-c478390), or a full wayfair.com category URL — only the trailing id is used. Products come back with name, brand, pricing, and image.
3. Detail — /wayfair/product/{id} (id is the product's own W-prefixed id, e.g. W100794312, taken from a category result's product_id field) fetches full detail: name, brand, price, stock status, aggregate rating with a 1-5 star breakdown, images, every selectable variant option (color, finish, etc.), and site-selected feature highlights. An unrecognized id returns 404.
4. Compare the JSON fields (price, rating, stock status) across items and answer.

Full endpoint list, methods, and params: reference/endpoints.md.

Calling the API

# Find a category id by name:
scripts/crawlora.sh /wayfair/categories q="office chairs" | jq '.'

# Browse a category's product grid:
scripts/crawlora.sh /wayfair/category category=office-chairs-c478390 page=1 | jq '.'

# Product detail (id is a path param):
scripts/crawlora.sh /wayfair/product/W100794312 | jq '.data'

Use scripts/crawlora.sh for all requests; it keeps the API key out of command-line arguments.

Endpoint reference

See reference/endpoints.md for every Wayfair endpoint this skill uses (method, path, params, description).

Examples

• Browse a furniture category: /wayfair/categories with q to find the department's category id, then /wayfair/category paginated with page to list the products in it.
• Price sweep of a category page: /wayfair/category for a given category, then /wayfair/product/{id} for each returned product_id to pull price, stock status, and rating detail not present in the grid view.

Notes & limits

• Credits / pay-on-success: billed only on 2xx; free tier 2,000 credits/mo. Key at https://crawlora.net.
• Public data only — public Wayfair category/product pages; respect Wayfair's terms.
• Security: key lives in CRAWLORA_API_KEY only — never hardcode, query-param, or commit it.
• No full-text search and no reviews endpoint — discovery is via the category taxonomy only (/wayfair/categories → /wayfair/category); there's no keyword search endpoint and product reviews aren't exposed, only the aggregate rating on /wayfair/product/{id}.
• Results are paginated — pass page (and page_size on categories) to walk listings.
• Product identity is the W-prefixed id (e.g. W100794312), not a SKU — take it from a category result's product_id field or a product page's URL.
• Category names on /wayfair/categories are derived from the URL slug (title-cased), not an authoritative site label — treat them as best-effort, not exact.