Pricing

from $8.00 / 1,000 results

Etsy Listing Scraper – Real Product Data, Reviews & Carts

Etsy listing scraper: x-rays one listing into ~70 fields a search scraper never returns — live carts, every review (sub-ratings + photos), per-variation pricing, true competitors, seller trust, AI alt-text. Read live, never estimated — a full teardown of any listing, yours or a rival's.

Pricing

from $8.00 / 1,000 results

Rating

0.0

(0)

Developer

Yakugusa Yumitori

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

tags

Optional

All 13 SEO tags on the listing.

Type:array

Example:

[
  "gold name necklace",
  "personalized gift"
]

Materials

materials

Optional

Declared materials.

Type:array

Example:

[
  "Rose gold",
  "Brass"
]

Category path

taxonomy_path

Optional

Full Etsy taxonomy path.

Type:string

Example:jewelry.necklaces.monogram_and_name_necklaces

Min price

price_min

Optional

Lowest per-variation buyer price (USD).

Type:number

Example:120

Max price

price_max

Optional

Highest per-variation buyer price (USD).

Type:number

Example:120

Price ladder

price_ladder

Optional

Real buyer price for each variation option.

Type:array

Example:

[
  {
    "option": "10",
    "price": 3.02
  }
]

Promotions

promotions

Optional

Active promos with %-off, item threshold, dates.

Type:array

Example:

[
  {
    "percent_off": 60,
    "is_shop_wide": true
  }
]

Avg rating

listing_avg_rating

Optional

The listing's own average star rating.

Type:number

Example:4.92

Review count

listing_reviews_count

Optional

Number of reviews on the listing.

Type:integer

Example:11420

Star histogram

star_histogram

Optional

Count of reviews per star (1–5).

Type:object

Example:

{
  "5_star": 10844,
  "1_star": 36
}

Would-recommend %

would_recommend_pct

Optional

Etsy post-purchase survey: % of buyers who'd recommend.

Type:number

Example:98.9

Survey responses

would_recommend_count

Optional

Buyers surveyed for would-recommend.

Type:integer

Example:3946

Would-recommend flag

would_recommend_flag

Optional

'ok' or a warning when below the ~90% norm.

Type:string

Example:ok

Reviews

reviews

Optional

Every fetched review with sub-ratings, photo, seller reply.

Type:array

Example:

[
  {
    "rating": 5,
    "text": "Lovely!"
  }
]

Review themes

review_themes

Optional

Etsy's own NLP review themes + counts.

Type:array

Example:

[
  {
    "theme": "Appearance",
    "count": 4082
  }
]

Response rate

seller_response_rate

Optional

Typical seller response speed.

Type:string

Example:Typically responds within a few hours

Trust signals

trust_signals

Optional

Years on Etsy, on-time %, bestseller rank, etc.

Type:array

Example:

[
  "8 years on Etsy",
  "95%+ orders shipped on time"
]

Followers

follower_count

Optional

Shop follower count.

Type:integer

Example:19493

Demand nudge

demand_nudge

Optional

Etsy's live demand banner copy, if shown.

Type:string

Example:In 12 carts

Last sale

last_sale_date

Optional

Date of the most recent sale (YYYY-MM-DD).

Type:string

Example:2026-06-11

AI alt-text (EN)

ai_alt_text

Optional

Etsy's machine-generated image alt text.

Type:string

Example:Gold necklace with a geometric pendant…

Image count

image_count

Optional

Number of listing photos.

Type:integer

Example:10

Primary photo

primary_image

Optional

URL of the first (thumbnail) photo.

Type:string

Example:https://i.etsystatic.com/…/il_fullxfull.jpg

Photo audit

photo_audit

Optional

Per-image brightness + dark-photo flags (PhotoTooDark signal).

Type:object

Example:

{
  "avg_brightness": 0.59,
  "flags": [
    "primary photo is dark"
  ]
}

Photo flags

photo_flags

Optional

Flat summary of photo-audit warnings.

Type:string

Example:primary photo is dark; 2 dark photo(s)

Competitors

competitors

Optional

Visually-similar listings from OTHER shops, with live carts.

Type:array

Example:

[
  {
    "shop_name": "Goldmira",
    "in_cart_count": 59
  }
]

Competitor count

competitor_count

Optional

Number of true competitors found.

Type:integer

Example:27

Top competitor

top_competitor

Optional

Strongest competitor by live carts.

Type:string

Example:Goldmira (59 carts)

Same-shop catalog

same_shop_catalog

Optional

The rest of the shop's listings + live carts.

Type:array

Example:

[
  {
    "listing_id": 1070218458,
    "in_cart_count": 5
  }
]

Quantity

quantity_available

Optional

Stock available.

Type:integer

Example:2762

Processing time

processing_time

Optional

Stated handling time.

Type:string

Example:1-3 business days

Ships from

ships_from

Optional

Origin location.

Type:string

Example:Stafford, TX, United States

Returns accepted

returns_accepted

Optional

Whether returns are accepted.

Type:boolean

Example:true

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