Wayfair Scraper - Product Prices, SKUs, Ratings and Availability

The Wayfair Scraper turns public Wayfair search, category and product pages into structured furniture and home-goods records. Collect product titles, SKUs, brands, current and previous prices, currency, ratings, review counts, availability, descriptions, specs, features, variants, images and product URLs.

Use it for furniture price monitoring, catalog research, competitor assortment analysis or building a clean product feed from a list of search terms and product URLs. The Actor reads data embedded in the served HTML and does not render a browser, so runs stay lightweight even when you need hundreds of products.

Main Use Cases for Wayfair Product Data

• Furniture price monitoring - track current price, wasPrice and availability across products and categories.
• Competitor assortment research - compare brands, product types, price bands and rating strength.
• Catalog enrichment - add images, specs and product URLs to an existing SKU list.
• Marketplace analytics - study how products are titled, priced and positioned in the home-goods market.
• Merchandising alerts - detect price drops or out-of-stock records between scheduled runs.
• Product feed building - create JSON, CSV or Excel feeds for a comparison site or internal dashboard.
• AI shopping research - provide an LLM with normalized product rows for filtering and recommendation.

How It Works

The Actor accepts three discovery paths: search terms, category URLs and direct product URLs. Search terms are converted into Wayfair keyword-search URLs. Category pages are read for product links because their grids are rendered client-side. Direct product URLs are parsed immediately.

Each product page contains structured data in JSON-LD, WEBPACK entry data or an Apollo state block, depending on the page version. The Actor reads those embedded objects and maps them into one flat product record. There is no headless browser and no per-product API key. Product images are kept as URL arrays, and nested options from the source are preserved in variants rather than flattened into invented fields.

Wayfair can rate-limit or challenge automated HTTP clients. The Actor supports Apify proxy configuration and retries blocked requests with rotating sessions. Residential proxies are recommended for larger or repeated runs. Some product pages expose fewer fields than others: a null wasPrice, an empty specs array or an empty images array means the source page did not publish that data in the parsed payload. Review text is not populated by the current build; use rating and reviewCount as the review signals.

Input

Field	Type	Required	Default	What it does
searchTerms	string[]	No	["bar stools"]	Keywords converted into Wayfair search URLs. Each term is a separate discovery path.
categoryUrls	string[]	No	one bar-stools category	Wayfair category pages used to discover product URLs.
productUrls	string[]	No	[]	Direct Wayfair product pages to parse without discovery.
maxItems	integer	No	50	Maximum product records to output. Free accounts are capped at 10.
proxy	object	No	disabled	Apify proxy configuration. Residential proxies are recommended for reliability.
debug	boolean	No	false	Save failed HTML responses to the key-value store for diagnosis.

You can combine search terms, category URLs and product URLs in one run. Use direct product URLs when you need exact products; use search or category pages when you need discovery. With no usable input, the Actor exits without collecting products, so provide at least one term or URL.

Output

The dataset contains 18 fields per product on the main extraction paths. Optional arrays and values are empty or null when Wayfair does not expose them.

Field group	Fields	What you get
Identity	title, sku, brand, productUrl, source	Product name, SKU, brand, canonical product URL and extraction path.
Pricing	price, wasPrice, currency	Current price, previous price when shown and currency code.
Reviews	rating, reviewCount, reviewText	Rating and count. reviewText is reserved and currently null.
Availability	availability	Stock or availability label from the page payload.
Content	description, specs, features	Description text, key-value specs and feature strings when present.
Structure	dimensions, variants, images	Dimension entries, source variant options and product image URLs.
Media	images	Array of image URLs.

source is normally pdp-html for a product page or category-html when a product row came from a category payload. The exact completeness varies by page template. dimensions and specs can be empty on newer React Server Components pages, so do not treat an empty array as proof that a product has no dimensions.

Pricing

The Actor uses pay-per-event pricing: one small start event per run and one result event per product row.

Event	FREE	BRONZE	SILVER	GOLD	PLATINUM	DIAMOND
Actor start, per run	$0.00005	$0.00005	$0.00005	$0.00005	$0.00005	$0.00005
Product result	$0.0015	$0.00145	$0.0014	$0.00139	$0.00139	$0.00139

That is $1.50 per 1,000 products on the FREE tier. Free accounts receive the first 10 products as a preview. Set maxItems to control spend; failed or empty pages do not produce result events.

Example Input

{
  "searchTerms": ["bar stools", "counter stools"],
  "categoryUrls": ["https://www.wayfair.com/furniture/cat/bar-stools-c46134.html"],
  "maxItems": 50
}

Example Output

{
  "title": "Bayside Upholstered Bar Stool",
  "sku": "W123456789",
  "brand": "Three Posts",
  "price": 129.99,
  "wasPrice": 159.99,
  "currency": "USD",
  "rating": 4.6,
  "reviewCount": 842,
  "reviewText": null,
  "availability": "In Stock",
  "description": "A cushioned counter stool with a solid wood frame.",
  "specs": [{ "label": "Seat Height", "value": "26 in." }],
  "dimensions": [],
  "features": ["Upholstered seat", "Footrest"],
  "variants": [],
  "images": ["https://assets.wayfair.com/images/furniture/example.jpg"],
  "productUrl": "https://www.wayfair.com/furniture/pdp/example",
  "source": "pdp-html"
}

Integrations and Automation

Use Apify schedules for daily or weekly price checks, then send changed rows to Google Sheets, Airtable, a database, Slack or a webhook. Export the dataset as JSON, CSV, Excel, XML or HTML, or query it through the Apify API.

A useful pattern is to keep a fixed productUrls list for price tracking and a separate search-term run for discovery. Compare price, wasPrice, availability and rating between datasets, and use sku as the stable key. Join results with Shopify or marketplace data to compare the same product across channels.

Related Actors

• 1stDibs Scraper - luxury furniture, dealer and provenance data.
• Chairish Scraper - vintage and consignment furniture listings.
• Shopify Scraper - store-level tech stack, theme and commerce signals.

FAQ

Does the Wayfair Scraper use a browser?

No. It reads the HTML served by Wayfair and parses embedded JSON-LD, WEBPACK data or React Server Components payloads. That is faster than browser rendering and avoids the challenges that often appear when automating a full browser.

Can it collect review text?

The current build exposes rating and reviewCount but leaves reviewText null. Do not build a workflow that depends on review body text from this Actor.

Why is wasPrice null?

Not every product is discounted or shows a previous price. wasPrice is copied only when the page payload contains a comparison price. A missing value does not mean the product was never discounted.

How many products can one run collect?

maxItems controls the output and accepts up to 10,000 in the schema, but the practical result depends on how many product links the selected search or category pages expose. Free accounts receive a 10-product preview. Starting from direct product URLs is the most predictable way to hit an exact list.

Does it paginate search results?

The current discovery model follows product links from the supplied search and category pages rather than walking an unlimited page-number sequence. For broad coverage, supply multiple search terms or category URLs, or use a list of product URLs.

Why are specs or dimensions empty?

Wayfair serves different page templates. Newer pages can omit structured specs and dimensions from the embedded payload even though the visual page shows them. The Actor preserves empty arrays rather than guessing values from images or unrelated text.

For AI Agents and LLM Apps

The Actor is available through the Apify API and Apify MCP server and returns one JSON row per product.

Minimal input

{
  "searchTerms": ["bar stools"],
  "maxItems": 10
}

Behavior an agent should know

• One item represents one Wayfair product.
• sku is the best product key; productUrl is the link to the source page.
• price and wasPrice are numeric and use currency for the currency code.
• reviewText is always null in the current build; use rating and reviewCount.
• specs, dimensions, features and images can be empty arrays.
• Free accounts are capped at 10 products per run.

Suggested tool description: "Collect Wayfair product records with prices, SKUs, brands, ratings, availability, specs, images and product URLs from searches or product pages."

Legal and Compliance

This Actor is an independent tool and is not affiliated with, endorsed by or sponsored by Wayfair. It accesses publicly available product pages for legitimate price research, catalog analysis and market intelligence. Wayfair's terms, robots guidance and applicable law still apply.

Product prices, availability and specifications change frequently. Verify critical values on the source page before making purchasing, pricing or inventory decisions. If you republish product images or descriptions, make sure you have the necessary rights. Do not use the Actor to bypass access controls or to collect non-public customer data.

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