ETSY DATA SCRAPING

The handmade market,
as structured data.

// THE SHORT ANSWER

Etsy data scraping extracts marketplace data from Etsy — listings, shops, prices, reviews, ratings, categories, tags and bestsellers — delivered QA-verified as CSV, JSON or API. iWeb Data Scraping helps Etsy sellers, marketplace analysts and trend researchers understand pricing, competition and demand in the handmade and vintage market, where success depends on reading a long tail of independent shops.

Get free sample in 48h See the data
99%+field accuracy, QA-verified
48hfree sample turnaround
24/7pipeline monitoring
ISO 27001+ 9001 certified

Key facts

  • Data point: Listing price
  • Data point: Shop name & rating
  • Data point: Reviews & review text
  • Data point: Category & tags

Etsy is the dominant marketplace for handmade, vintage and craft goods — millions of independent shops competing on niche products where pricing, reviews and search visibility decide sales. For sellers optimizing their shops and for analysts studying the category, Etsy's long-tail structure makes structured extraction the only way to see the competitive landscape.

We capture listings, shops, prices, reviews and bestseller signals across Etsy categories, feeding pricing and trend intelligence. Built on our managed pipeline, with review data PII-scrubbed at source.

THE POINT

If it’s on the page, we can put it in your warehouse — clean, matched, and refreshed on your schedule.

DATA POINTS WE EXTRACT

Shops, listings, demand.

Listing price
Shop name & rating
Reviews & review text
Category & tags
Bestseller signal
Number of sales
Shipping info
Variations & options
Images
Favorites / demand
New listings
Personalization options
SEE THE DATA FIRST

What you'll actually receive.

Real sample structure from this feed. Your free 48-hour sample comes in your category, in this shape — CSV, JSON or straight to your warehouse.

Etsy feed — listing, shop, price, reviews, category.
listing shop price reviews rating category captured_at
Personalized Necklace GoldCraftCo 34.00 4210 4.9 Jewelry 2026-07-08
Macrame Wall Hanging BohoHome 48.00 1820 4.8 Home Decor 2026-07-08
Custom Pet Portrait ArtByLena 65.00 3050 5.0 Art 2026-07-08
Leather Journal RusticMakes 28.00 940 4.7 Stationery 2026-07-08
↑ Sample structure — illustrative values. Your data reflects your platforms and category. Get this for your data →
WHO USES THIS

Built for the person
who owns the number.

ETSY SELLER

Price and rank competitively

Competitor listing prices, reviews and bestsellers in your niche — optimize your shop.

MARKETPLACE ANALYST

Read the handmade market

Category pricing, demand and shop dynamics across Etsy's long tail.

TREND RESEARCH

Spot craft trends

Bestseller and favorites signals flag rising products and styles early.

RELATED:Managed Web Scraping →Trend Intelligence →Shopify Scraping →
FAQ

Before the first call.

Listing prices, shop names and ratings, reviews and review text, category and tags, bestseller signals, number of sales, shipping info, variations and options, images, favorites/demand signals, new listings and personalization options — across Etsy categories.

Sellers use competitor listing prices, review volumes, bestseller signals and tags to optimize their own pricing, listings and SEO. Seeing what's ranking and selling in your niche — across the long tail of shops — turns Etsy strategy from guesswork into evidence.

Yes — sales counts, favorites and bestseller signals are captured, so you can identify what's selling and trending in a category. This supports both seller optimization and trend research into rising handmade and craft products.

Yes — we collect public review content and scrub personal identifiers at the source, retaining the review text, rating and metadata that carry the signal while dropping reviewer identities, consistent with our compliance-first approach.

Get a free sample dataset in 48 hours.