Wayfair Deep Product Data Scraper

Scrape product data from Wayfair. Returns pricing, dimensions, materials, seller brand, full review distribution, shipping estimates, and variant counts — the deep detail most product scrapers skip because getting it means clearing Wayfair's bot protection first.

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Wayfair Deep Product Data Scraper Features

• Full review distribution — 1-5 star counts per product, not just the average. Sentiment analysis needs the shape, not the mean.
• Marketplace seller identification — separates Wayfair's own brands from third-party marketplace listings.
• Complete product specs — dimensions (width, depth, height), weight, materials, finish, and color.
• Pricing with sale detection — list price, sale price, and a boolean so you don't have to infer discounts.
• Shipping estimates — delivery days and free-shipping status pulled from structured data.
• Assembly and variant data — whether assembly is required and how many option variants exist.
• Clears bot protection — returns real product data on pages that block most automated tools. No proxy setup on your end.
• Mixed input — feed category URLs, product URLs, or both in the same run.

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Who Uses Wayfair Product Data?

• Price intelligence teams — track list and sale prices across categories to benchmark against your own catalog.
• E-commerce sellers — study competitor specs, materials, and review distributions before listing a comparable product.
• Market researchers — map the furniture and home-goods landscape by category, brand, and price band.
• Product managers — pull dimensions and feature bullets into spec sheets without copying them out of a browser one tab at a time.
• Review analysts — build sentiment models on real 1-5 star distributions, or at least the dataset that makes them possible.

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How Wayfair Deep Product Data Scraper Works

1. Add one or more Wayfair category or product URLs to Start URLs.
2. Set Max Items to cap how many product records you want.
3. The scraper walks category pages to find products, then visits each product page for the full detail set. It handles the bot protection and pagination for you.
4. Results stream to your dataset as clean JSON, one row per product.

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Input

{
  "startUrls": [
    { "url": "https://www.wayfair.com/furniture/cat/sofas-c413892.html" }
  ],
  "maxItems": 15
}

Field	Type	Default	Description
startUrls	array	(sofas category)	Wayfair category URLs or product URLs. Mix both types freely.
maxItems	integer	15	Maximum number of product records to scrape.
resumeCursor	string	—	Cursor from a previous run's Output. Leave empty for a fresh crawl.

You can pass product URLs directly to skip category traversal:

{
  "startUrls": [
    { "url": "https://www.wayfair.com/furniture/pdp/example-sectional-sofa-W000123456.html" },
    { "url": "https://www.wayfair.com/furniture/pdp/example-accent-chair-W000654321.html" }
  ],
  "maxItems": 2
}

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Wayfair Deep Product Data Scraper Output Fields

{
  "product_id": "W000123456",
  "sku": "ABCD1234",
  "title": "Ashworth 96\" Reversible Sectional Sofa",
  "brand": "Latitude Run",
  "seller_marketplace_brand": "Wayfair",
  "category": "Sectional Sofas",
  "category_path": "Furniture | Sofas | Sectional Sofas",
  "price": 899.99,
  "sale_price": 749.99,
  "is_on_sale": true,
  "shipping_estimate_days": 7,
  "is_free_shipping": true,
  "currency": "USD",
  "description": "Reversible chaise sectional with stain-resistant polyester upholstery...",
  "features_bullets": "Reversible chaise | Stain-resistant fabric | Solid hardwood frame",
  "dimensions_width": 96.0,
  "dimensions_depth": 64.0,
  "dimensions_height": 35.0,
  "weight": 142.5,
  "materials": "Polyester | Solid Wood | Foam",
  "finish_color": "Charcoal Gray",
  "assembly_required": true,
  "num_variants": 6,
  "num_reviews": 188,
  "rating_average": 4.6,
  "rating_distribution": "{\"5\":120,\"4\":45,\"3\":12,\"2\":8,\"1\":3}",
  "top_review_excerpts": "Sturdy and comfortable | Easy to assemble | Bigger than expected",
  "has_video": true,
  "num_images": 12,
  "main_image_url": "https://assets.wfcdn.com/im/12345678/resize-h800-w800%5Ecompr-r85/example.jpg",
  "product_url": "https://www.wayfair.com/furniture/pdp/example-sectional-sofa-W000123456.html"
}

Field	Type	Description
product_id	string	Wayfair internal product ID (SKU or productId).
sku	string	Stock keeping unit identifier.
title	string	Full product title.
brand	string	Manufacturer or supplier brand name.
seller_marketplace_brand	string	Marketplace seller or Wayfair brand label for third-party listings.
category	string	Primary category name.
category_path	string	Breadcrumb category path, pipe-separated.
price	number	Current list price in USD.
sale_price	number	Sale or discounted price in USD (null if not on sale).
is_on_sale	boolean	True if the product is currently discounted.
shipping_estimate_days	integer	Estimated shipping days from structured shipping data.
is_free_shipping	boolean	True if free shipping is available.
currency	string	Currency code (typically USD).
description	string	Full product description text.
features_bullets	string	Product feature bullets, pipe-separated.
dimensions_width	number	Product width in inches.
dimensions_depth	number	Product depth in inches.
dimensions_height	number	Product height in inches.
weight	number	Product weight in pounds.
materials	string	Primary materials, pipe-separated.
finish_color	string	Finish or color name.
assembly_required	boolean	True if assembly is required.
num_variants	integer	Number of product variants (options).
num_reviews	integer	Total review count.
rating_average	number	Average star rating (0.0-5.0).
rating_distribution	string	Star rating distribution as a JSON string.
top_review_excerpts	string	Top review texts, pipe-separated (max 3).
has_video	boolean	True if the product page includes a video.
num_images	integer	Number of product images.
main_image_url	string	URL of the primary product image.
product_url	string	Canonical Wayfair product page URL.

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Resuming a large crawl

Every run emits a resumeCursor in its Output. If a large crawl stops before it finishes — because it hit maxItems, your spend cap (maxTotalChargeUsd), or was aborted — start a new run with the same input plus that resumeCursor to continue from where it left off. The crawl resumes from the queued work the previous run didn't reach.

• You are not re-charged for records the earlier run already delivered.
• Resume within your account's run-retention window — on the free tier, roughly your 10 most recent runs. Once the source run is pruned, its resumeCursor is no longer valid.
• resumeCursor is opaque — supply it unmodified.

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FAQ

How do I scrape Wayfair product data?

Wayfair Deep Product Data Scraper takes category or product URLs and returns structured JSON for each product. Paste a category URL to scrape everything on it, or paste product URLs to target specific items. Set maxItems and run.

Does the Wayfair scraper need proxies?

Wayfair Deep Product Data Scraper handles Wayfair's bot protection on its own. You don't configure proxies, solve challenges, or manage sessions — you get the product data.

What data can I get from a Wayfair product page?

Wayfair Deep Product Data Scraper returns 30+ fields per product, including pricing, sale status, dimensions, materials, weight, the full 1-5 star review distribution, shipping estimates, variant counts, and image URLs.

How much does Wayfair Deep Product Data Scraper cost to run?

Wayfair Deep Product Data Scraper charges $0.10 per run start plus $0.003 per product record. A 1,000-product run costs about $3.10. You pay for records you receive, and resuming a stopped run doesn't double-charge.

Can I scrape a single Wayfair product instead of a whole category?

Yes. Pass one or more product URLs directly in startUrls and the scraper skips category traversal, going straight to each product page.

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Need More Features?

Need custom fields, category filters, or a different retailer? File an issue or get in touch.

Why Use Wayfair Deep Product Data Scraper?

• Deep, not shallow — returns dimensions, materials, and full review distributions, not just a title and a price.
• Clears bot protection — Wayfair blocks most automated tools before they see a product. This one returns real data with no proxy setup on your side, which is more than you can say for most scrapers pointed at Wayfair.
• Affordable — $0.003 per record, and you only pay for what you receive.