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Etsy Listings Scraper

Scrape Etsy listings by keyword and get the data the official seller dashboard quietly hides — live in-cart counts, "X people bought in 24h" snudges, paid-ad slot positions, production-partner disclosure, bestseller and star-seller badges, and seller velocity.

Other Etsy scrapers force you into one search at a time and return shallow snippets. This one batches up to 50 keywords in parallel, dedupes across them, and ships 40 fields per listing — all in one run. No proxy, no captcha, no setup.

Quick start

{
"queries":["linen apron","ceramic mug","leather journal"],
"maxPages":10,
"sort":"carts",
"country":"US"
}

Three keywords, ~360 listings each, sorted by current cart pressure, deduped — runs in roughly 30 seconds.

What you get on every listing

Demand signals — inCartCount (live shopping-cart count), lastSaleDate, the in-demand snudge from Etsy's own listing payload, scarcity flag, quantity remaining.

Paid placement intel — runningAds, adSlot (which slot the seller bought), Bestseller / Star Seller / Top Rated badges.

Pricing — price, discountedPrice, discountPct, onSale, currencyCode, free-shipping flag.

Shop intel — shopName, shopRating, shopRatingCount, shopSales, shopSince, seller location.

Product type — isHandmade, isDigital, isCustomizable, isPersonalizable, isMadeToOrder, photo and review-photo / review-video counts.

Plus sourceQuery so you know which keyword surfaced each listing.

What you control

Filters: minPrice / maxPrice, onSaleOnly, freeShippingOnly, digitalOnly, handmadeOnly, includeAds: false to strip sponsored placements.

Use it for

Niche research. Sweep 20 keyword variants in one run, sort by carts, see what's actually moving versus what just looks pretty.

{
"queries":["mushroom lamp","fungi lamp","morel lamp","cottagecore lamp"],
"maxPages":10,
"sort":"carts",
"handmadeOnly":true,
"includeAds":false
}

Competitor ad-spend mapping. Pull a keyword, filter the result for runningAds: true — you've got every advertiser on that keyword with their slot positions.

{
"query":"personalized mug",
"maxPages":5,
"country":"US"
}

Pricing teardowns. Sort by price-desc, slice with minPrice / maxPrice, see how the niche prices itself across the curve.

Localized research. UK / EU / JP markets often look like entirely different niches on the same keyword. Set country: "GB", "DE", "JP".

Output

Lands in the default dataset — export as JSON, CSV, Excel, or JSONL. Three pre-built views ship with the dataset:

• Overview — thumbnail, title, shop, price, carts, badges
• Shop intel — shop-level stats for sourcing competitors
• Pricing — price, discount, ad slot, carts for pricing teardowns

A run summary (totals, per-keyword breakdown, dedupe counts) lands in the key-value store under SUMMARY.

Sample row (all 40 fields)

A real row from a linen apron run, sorted by carts. WilshireGoodsShop's Japanese apron — Bestseller, Star Seller, 592 active carts on a $23.50 product, 38,389 lifetime shop sales.

{
"listingId":1042603482,
"title":"Japanese Apron with pockets, Vintage Style Cooking Smock for Women, Small to Plus Size",
"image":"https://i.etsystatic.com/24091653/r/il/8f1a48/4030105345/il_fullxfull.4030105345_n3rg.jpg",
"shopId":24091653,
"shopName":"WilshireGoodsShop",
"shopUrl":"https://www.etsy.com/shop/WilshireGoodsShop",
"listingUrl":"https://www.etsy.com/listing/1042603482/japanese-apron-with-pockets-vintage",
"price":23.5,
"discountedPrice":null,
"discountPct":null,
"currencyCode":"USD",
"onSale":false,
"inCartCount":592,
"shopRating":null,
"shopRatingCount":0,
"shopSales":38389,
"shopSince":1594249332,
"sellerLocation":"United States",
"isBestseller":true,
"isStarSeller":true,
"isTopRated":false,
"isScarce":false,
"isMadeToOrder":false,
"isDigital":false,
"isHandmade":false,
"isCustomizable":false,
"isPersonalizable":false,
"isFreeShipping":false,
"quantity":1037,
"minProcessingDays":1,
"maxProcessingDays":2,
"photoCount":10,
"reviewPhotoCount":63,
"reviewVideoCount":3,
"lastSaleDate":1778131264,
"createDate":1627135063,
"location":null,
"runningAds":false,
"adSlot":null,
"sourceQuery":"linen apron"
}

Speed & limits

Why your row count is below maxPages × 36. Etsy's index naturally returns overlapping listings across pages, especially on trending or broad niches. A 30-page run that mathematically caps at 1,080 typically lands at 400–600 unique rows after dedupe. Set dedupeAcrossQueries: false if you'd rather see every match (and read sourceQuery yourself to know which keywords ranked which listings).

maxPages caps at 30. concurrentQueries caps at 5. Deep pages (15+) sometimes return partial — the actor stops cleanly when Etsy's pagination dries up.

Built and maintained by Yakugusa Yumitori. Custom data work and "can you scrape X?" challenges → logic.deploy@pm.me.

⚠️ Unofficial. This actor is not affiliated with, endorsed by, or sponsored by Etsy, Inc. "Etsy" is a trademark of Etsy, Inc., used here for descriptive purposes only.