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Amazon is one of the most scraped e-commerce sites. This guide shows you how to effectively extract product data, pricing, reviews, and search results using Firecrawl’s powerful features.

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Setup

npm install firecrawl zod

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Overview

When scraping Amazon, you’ll typically want to:
  • Extract product information (title, price, availability)
  • Get customer reviews and ratings
  • Monitor price changes
  • Search for products programmatically
  • Track competitor listings

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Scrape with JSON Mode

Extract structured product data using Zod schemas. 
import { Firecrawl } from 'firecrawl';
import { z } from 'zod';

// Define Zod schema
const ProductSchema = z.object({
    title: z.string(),
    price: z.string(),
    rating: z.number(),
    availability: z.string(),
    features: z.array(z.string())
});

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

const result = await firecrawl.scrape('https://www.amazon.com/dp/B0DZZWMB2L', {
    formats: [{
        type: 'json',
        schema: z.toJSONSchema(ProductSchema)
    }],
});

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

console.log('✅ Validated product data:');
console.log(validated);
Find products on Amazon. 
import { Firecrawl } from 'firecrawl';

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

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

console.log(searchResult);

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Scrape

Scrape a single Amazon product page. 
import { Firecrawl } from 'firecrawl';

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

const result = await firecrawl.scrape('https://www.amazon.com/ASUS-ROG-Strix-Gaming-Laptop/dp/B0DZZWMB2L', {
    formats: ['markdown'], // i.e. html, links, etc.
    onlyMainContent: true
});

console.log(result);

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Map

Discover all available URLs on Amazon product or category pages. Note: Map returns URLs only, without content. 
import { Firecrawl } from 'firecrawl';

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

const mapResult = await firecrawl.map('https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics');

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

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Crawl

Crawl multiple pages from Amazon category or search results. 
import { Firecrawl } from 'firecrawl';

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

const crawlResult = await firecrawl.crawl('https://www.amazon.com/s?k=mechanical+keyboards', {
    limit: 10,
    scrapeOptions: {
        formats: ['markdown']
    }
});

console.log(crawlResult.data);

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Batch Scrape

Scrape multiple Amazon product URLs simultaneously. 
import { Firecrawl } from 'firecrawl';

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

// Wait for completion
const job = await firecrawl.batchScrape([
    'https://www.amazon.com/ASUS-ROG-Strix-Gaming-Laptop/dp/B0DZZWMB2L',
    'https://www.amazon.com/Razer-Blade-Gaming-Laptop-Lightweight/dp/B0FP47DNFQ',
    'https://www.amazon.com/HP-2025-Omen-Gaming-Laptop/dp/B0FL4RMGSH'],
    {
        options: {
            formats: ['markdown']
        },
        pollInterval: 2,
        timeout: 120
    }
);


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

console.log(job);