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Etsy is a global marketplace for unique and creative goods. This guide shows you how to extract product listings, shop information, reviews, and trending items using Firecrawl.

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Setup

npm install @mendable/firecrawl-js zod

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Overview

When scraping Etsy, you’ll typically want to:
  • Extract product listings and variations
  • Get shop information and ratings
  • Monitor trending items and categories
  • Track pricing and sales data
  • Extract customer reviews

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Scrape with JSON Mode

Extract structured listing data using Zod schemas. 
import FirecrawlApp from '@mendable/firecrawl-js';
import { z } from 'zod';

// Define Zod schema
const ListingSchema = z.object({
    title: z.string(),
    price: z.string(),
    shopName: z.string(),
    rating: z.number()
});

const firecrawl = new FirecrawlApp({ apiKey: process.env.FIRECRAWL_API_KEY });

const result = await firecrawl.scrape('https://www.etsy.com/listing/1844315896/handmade-925-sterling-silver-jewelry-set', {
    formats: [{
        type: 'json',
        schema: z.toJSONSchema(ListingSchema)
    }],
});

// Parse and validate with Zod
const jsonData = typeof result.json === 'string' ? JSON.parse(result.json) : result.json;
const validated = ListingSchema.parse(jsonData);

console.log('✅ Validated listing data:');
console.log(validated);
Find products on Etsy marketplace. 
import FirecrawlApp from '@mendable/firecrawl-js';

const firecrawl = new FirecrawlApp({ apiKey: process.env.FIRECRAWL_API_KEY });

const searchResult = await firecrawl.search('handmade jewelry site:etsy.com', {
    limit: 10,
    sources: [{ type: 'web' }], // { type: 'news' }, { type: 'images' }
    scrapeOptions: {
        formats: ['markdown']
    }
});

console.log(searchResult);

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Scrape

Scrape a single Etsy product listing. 
import FirecrawlApp from '@mendable/firecrawl-js';

const firecrawl = new FirecrawlApp({ apiKey: process.env.FIRECRAWL_API_KEY });

const result = await firecrawl.scrape('https://www.etsy.com/listing/1844315896/handmade-925-sterling-silver-jewelry-set', {
    formats: ['markdown'], // i.e. html, links, etc.
    onlyMainContent: true
});

console.log(result);

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Map

Discover all available URLs in an Etsy shop or category. Note: Map returns URLs only, without content. 
import FirecrawlApp from '@mendable/firecrawl-js';

const firecrawl = new FirecrawlApp({ apiKey: process.env.FIRECRAWL_API_KEY });

const mapResult = await firecrawl.map('https://www.etsy.com/shop/YourShopName');

console.log(mapResult.links);
// Returns array of URLs without content

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Crawl

Crawl multiple pages from Etsy shop or category. 
import FirecrawlApp from '@mendable/firecrawl-js';

const firecrawl = new FirecrawlApp({ apiKey: process.env.FIRECRAWL_API_KEY });

const crawlResult = await firecrawl.crawl('https://www.etsy.com/c/jewelry', {
    limit: 10,
    scrapeOptions: {
        formats: ['markdown']
    }
});

console.log(crawlResult.data);

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Batch Scrape

Scrape multiple Etsy listing URLs simultaneously. 
import FirecrawlApp from '@mendable/firecrawl-js';

const firecrawl = new FirecrawlApp({ apiKey: process.env.FIRECRAWL_API_KEY });

// Wait for completion
const job = await firecrawl.batchScrape([
    'https://www.etsy.com/listing/1844315896/handmade-925-sterling-silver-jewelry-set',
    'https://www.etsy.com/market/handmade_jewelry',
    'https://www.etsy.com/market/jewelry_handmade'],
    {
        options: {
            formats: ['markdown']
        },
        pollInterval: 2,
        timeout: 120
    }
);


console.log(job.status, job.completed, job.total);

console.log(job);
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