Etsy logo Reviews Scraper

Etsy Reviews Scraper
Extract Shop Reviews, Ratings & Product Feedback

Extract Etsy shop and product reviews at scale — including star ratings, full review text, item photos, seller responses and product attributes. Power your handmade market research without writing a line of code.

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7-day free trial • No credit card required • Cancel anytime

Data fields you get

  • Shop name & overall rating
  • Product name & listing ID
  • Star rating (1–5)
  • Review text
  • Reviewer name & date
  • Item photos in review
  • Seller response text
  • Product attributes purchased

What Data Can You Extract?

All the public review data on Etsy — product level and shop level — in one clean export.

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Shop Profile

Shop name, overall shop rating, total review count, shop location and number of sales — key signals for seller competitive analysis.

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Product Details

Product name, listing ID, product category and the specific variant (size, colour, material) purchased by the reviewer.

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Review Content

Full review text and star rating — the raw buyer voice for sentiment analysis and product quality research.

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Review Photos

Photo URLs attached to reviews by buyers — valuable for understanding how finished products look in real-world settings vs. listing images.

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Seller Responses

Seller response text where provided — useful for measuring customer service quality and analysing how top-rated shops handle critical reviews.

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Reviewer Details

Reviewer display name and the review date — enabling time-series analysis of buyer sentiment trends over product lifecycle.

Who Uses the Etsy Reviews Scraper?

The handmade and creative commerce market is data-rich — these teams put it to work.

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Handmade Market Research

Analysts study Etsy review data to identify trending product styles, popular materials and buyer preferences across the handmade goods market.

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Competitor Shop Analysis

Etsy sellers research top-performing competitor shops — analysing what buyers praise and criticise to improve their own listings and product quality.

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Product Feedback Collection

Brands launching on Etsy use review data to validate product-market fit, understand quality issues and guide iterative design improvements.

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E-Commerce Trend Analysis

Market intelligence platforms monitor Etsy review volumes by category to detect emerging trends in gifts, home decor, jewellery and personalised products.

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Consumer Behaviour Research

Academic researchers study Etsy reviews to understand gifting behaviour, personalisation preferences and the economics of the artisan goods market.

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Reputation Management

Multi-shop operators monitor review scores across all their Etsy stores from a single dataset to maintain brand consistency and address quality issues fast.

How to Scrape Etsy Reviews

Four steps from sign-up to structured Etsy review data.

1
Create a Free Account

Sign up at OneScraper — no credit card needed for your 7-day free trial.

2
Open the Scraper

Select the Etsy Reviews Scraper from your OneScraper dashboard tool library.

3
Paste Etsy URLs

Add Etsy shop or product listing URLs. Bulk input is supported for scraping multiple shops simultaneously.

4
Download Your Data

Export as CSV, JSON or Excel — or stream via REST API into your analytics platform or database.

Why Choose OneScraper?

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Zero Code Required

No developer or scraping experience needed — just paste an Etsy URL and receive clean data within minutes.

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Cloud-Based

Extraction runs in our infrastructure — no browser automation or proxy setup on your side.

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Automated Scheduling

Configure recurring runs to track review sentiment changes for your own shop or your competitors over time.

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Flexible Exports

JSON, CSV, Excel and REST API — compatible with all modern analytics, research and e-commerce platforms.

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Proactive Maintenance

Our team keeps scrapers working when Etsy updates its layout — you get continuous reliable data without any maintenance.

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Pay Per Result

$1.50 per 1,000 results — only pay for data you actually receive with no monthly minimums.

Start Extracting Etsy Review Data Today

7-day free trial included. Then pay just $1.50 per 1,000 results.

Get Started Free

No credit card required • Cancel anytime

Frequently Asked Questions

OneScraper extracts only publicly visible Etsy data — the same information any visitor can view without an account. You should confirm you have a legitimate business purpose and comply with GDPR, CCPA and Etsy's terms of service.

Yes. You can input individual product listing URLs for product-level reviews, or Etsy shop profile URLs to extract all reviews across an entire shop in a single run.

Yes. Where a seller has responded to a review, the response text is extracted alongside the original review — allowing you to evaluate seller engagement and customer service standards.

All scraped data can be downloaded as JSON, CSV or Excel (.xlsx). REST API access is included on all plans for automated integration with your data warehouse or analytics tools.

Yes. All new OneScraper accounts receive a 7-day free trial. No credit card is required — sign up and start extracting Etsy review data immediately.