How to scrape product data from Amazon without coding

Nick Simard
March 12, 2024

Extract Amazon product data in 2 minutes using AI-powered web scraping. No coding, no complexity, just point, click, and get structured data from any Amazon page directly into your spreadsheets or business tools.

Why Amazon data extraction matters for your business

Amazon processes 2.5 billion product searches monthly with over 353 million products across all categories. For businesses, this data represents critical intelligence: competitor pricing, market trends, customer preferences, and inventory insights. Yet 89% of businesses still extract this data manually, wasting resources and missing opportunities.

The problem with traditional Amazon scraping:

  • Coding requirements: Python scripts, BeautifulSoup, Selenium - weeks of development
  • Constant maintenance: Amazon changes layouts weekly, breaking scrapers
  • Anti-bot measures: CAPTCHAs, rate limiting, IP blocks
  • Data structure complexity: Nested HTML, dynamic loading, Ajax calls
  • Scale limitations: Manual processes fail beyond 100 products

What you'll learn in this guide:

  • Extract any Amazon data in under 2 minutes
  • Scrape product listings, prices, reviews, and inventory
  • Monitor thousands of ASINs automatically
  • Export data directly to Google Sheets or databases
  • Scale from 1 to 50,000 products seamlessly
2 min
Setup time
vs 2 weeks coding
50K
Products per run
vs 100 manually
0
Coding required
Point and click

What Amazon product data you can extract

Product listing data

Browse AI can extract every visible data point from Amazon product pages:

Essential product information:

  • ASIN and product identifiers
  • Product title and brand name
  • Current price and discount percentages
  • Prime eligibility and shipping options
  • Stock levels and availability status

Competitive intelligence data:

  • All seller listings and prices
  • Buy Box winner information
  • Seller ratings and fulfillment methods
  • Shipping costs and delivery times
  • International seller presence

Customer insight data:

  • Star ratings and review counts
  • Review summaries and verified purchase percentage
  • Question and answer counts
  • Customer images and videos
  • Most helpful positive and critical reviews

Search results and category data

Extract comprehensive data from Amazon search pages and categories:

  • Product rankings for keywords
  • Sponsored vs organic listings
  • Best Seller badges and rankings
  • Amazon's Choice designations
  • Deal badges and promotional pricing

Browse AI's prebuilt robots are configured to capture all these data points automatically. See our Amazon scraping robots for ready-to-use solutions.

Method 1: Create your custom Amazon scraper (5 minutes)

When to use custom robots

Create a custom robot when you need:

  • Specific data points unique to your business
  • Custom filtering or search parameters
  • Specialized category or seller data
  • Unique page layouts or Amazon variations

Step-by-step setup guide

Step 1: Start your Browse AI account

Sign up for free and get 50 credits to test - no credit card required. This gives you enough credits to extract data from 500 products immediately.

Step 2: Enter your target Amazon URL

Navigate to the Amazon page you want to scrape:

  • Product search results
  • Category pages
  • Individual product pages
  • Seller storefronts
  • Deal pages

Copy the URL and paste it into Browse AI's robot builder.

Step 3: Train your robot with Robot Studio

Browse AI's Robot Studio lets you build scrapers without code:

  1. Click "Start Training Robot"
  2. Select "Use Robot Studio" (recommended over Chrome extension)
  3. Choose your extraction method:
    • "From a list" for search results and category pages
    • "Just text" for specific product details
    • "Screenshot" for visual documentation

Step 4: Select your data points

Simply click on the data you want to extract:

  • Hover over product elements
  • Click to select prices, titles, ratings
  • Name each data field clearly
  • The AI automatically understands the pattern
๐Ÿ“ฆ
Product data
  • ASIN and identifiers
  • Titles and descriptions
  • Prices and discounts
  • Stock availability
  • Prime eligibility
โญ
Review insights
  • Star ratings
  • Review counts
  • Verified purchases
  • Customer images
  • Q&A sections
๐Ÿ†
Competitive data
  • All seller prices
  • Buy Box winner
  • Seller ratings
  • Shipping options
  • International sellers

Step 5: Configure extraction settings

Set your extraction parameters:

  • Number of products: Up to 50,000 per run
  • Pagination handling: Automatic next page detection
  • Data structure: Choose list or individual extraction
  • Monitoring frequency: From every hour to weekly

Step 6: Review and activate

Preview your extracted data:

  • Verify accuracy of captured fields
  • Check data formatting
  • Confirm all required fields are present
  • Click "Yes, looks good" to activate

Your robot is now ready to extract Amazon data 24/7 automatically.

Connecting to your tools

Browse AI integrates with 7,000+ applications:

Method 2: Use prebuilt Amazon scraping robots (2 minutes)

Why choose prebuilt robots

Prebuilt robots offer:

  • Instant deployment: No setup or training required
  • Proven reliability: Tested on millions of extractions
  • Automatic updates: Maintained by Browse AI team
  • Best practices built-in: Optimal data extraction patterns

Available Amazon prebuilt robots

Browse AI offers specialized robots for every Amazon scraping need:

Extract Amazon US search results

  • Scrapes up to 100 products per search
  • Captures all listing data including sponsored results
  • Perfect for keyword research and competitor analysis

Monitor Amazon Canada products

  • Tracks Canadian marketplace pricing
  • Identifies cross-border opportunities
  • Monitors inventory and seller changes

Extract products via search URL

  • Works with any saved Amazon search
  • Maintains your filters and sort preferences
  • Ideal for complex search monitoring

Quick start with prebuilt robots

Step 1: Select your robot

Visit our prebuilt robots library and choose the Amazon scraper that matches your needs.

Step 2: Configure extraction

Enter your parameters:

  • Amazon URL or search term
  • Number of products to extract (1-50,000)
  • Extraction frequency if monitoring

Step 3: Run and export

Click "Start extracting" and your data appears in seconds:

  • View in Browse AI Tables
  • Export to CSV or JSON
  • Sync to connected tools automatically
โฑ๏ธ 2 MINUTES TOTAL

Start scraping Amazon instantly

1
Select robot
Choose from our prebuilt Amazon scrapers
2
Enter URL
Paste any Amazon page or search
3
Extract data
Get structured data in seconds

Advanced Amazon scraping techniques

Bulk extraction for large catalogs

Use Browse AI's bulk run feature to scrape thousands of products:

  1. Prepare your ASIN list

csv

ASIN,Category,Priority
B08XYZ123,Electronics,High
B09ABC456,Home,Medium
B07DEF789,Books,Low

  1. Upload to Browse AI
    • Import CSV with up to 50,000 ASINs
    • Set extraction parameters per category
    • Configure parallel processing
  2. Monitor progress
    • Real-time extraction status
    • Automatic retry on failures
    • Complete data in Browse AI Tables

Deep scraping with workflows

Connect multiple robots for comprehensive data:

  1. Robot A: Extract product URLs from search results
  2. Robot B: Scrape detailed data from each product page
  3. Workflow: Automatically connects both robots

This workflow feature enables:

  • Complete category analysis
  • Review extraction at scale
  • Seller inventory mapping
  • Price history tracking

Dynamic parameter extraction

Use input parameters for flexible scraping:

  • Search different keywords without new robots
  • Adjust categories dynamically
  • Filter by price ranges
  • Change sort orders programmatically

Amazon scraping best practices

Optimize extraction efficiency

Choose the right extraction method:

  • Use search results for price monitoring (10x more efficient)
  • Extract product pages only for detailed analysis
  • Combine both with workflows for complete data

Set appropriate frequencies:

  • High-competition items: Every 2-6 hours
  • Standard products: Daily
  • Slow-moving categories: Weekly

Ensure data quality

Validate your extraction:

  • Check for complete data capture
  • Verify price formats and currencies
  • Confirm inventory status accuracy
  • Monitor for Amazon layout changes

Browse AI's AI automatically adapts to changes, but regular validation ensures accuracy.

Scale responsibly

Start small and scale:

  1. Test with 10-20 products
  2. Validate data quality
  3. Scale to 100-500 products
  4. Expand to full catalog

Use Browse AI Premium for large-scale needs:

  • 10,000+ products requiring monitoring
  • Custom extraction requirements
  • Dedicated infrastructure
  • White-glove support
BROWSE AI PREMIUM

Scraping 10,000+ Amazon products?

  • Dedicated infrastructure for high-volume extraction
  • Custom data transformations and parsing
  • Priority support with 99.9% uptime SLA
  • White-glove onboarding and setup
Talk to sales โ†’

Common Amazon scraping use cases

For e-commerce sellers

Competitive price monitoring:

  • Track competitor pricing strategies
  • Identify pricing opportunities
  • Monitor Buy Box winners
  • Detect new market entrants

Inventory intelligence:

  • Monitor competitor stock levels
  • Identify out-of-stock opportunities
  • Track restock patterns
  • Predict demand cycles

For brands and manufacturers

MAP compliance monitoring:

  • Track all sellers of your products
  • Document pricing violations
  • Monitor unauthorized sellers
  • Protect brand integrity

Market research:

  • Analyze category trends
  • Track new product launches
  • Monitor customer sentiment
  • Identify product opportunities

For agencies and consultants

Client reporting:

  • Automated competitive analysis
  • Market share tracking
  • Pricing strategy recommendations
  • Performance benchmarking

Browse AI's API access enables custom client solutions.

Browse AI vs traditional Amazon scraping methods

Method Browse AI Python/Coding Manual Other Tools
Setup time 2 minutes 2-4 weeks No setup 1-2 hours
Technical skills None required Python, HTML, APIs None Some required
Maintenance Zero (AI adapts) Constant updates None Regular fixes
Scale capacity 50,000 products Unlimited* ~100 max ~5,000
CAPTCHA handling Automatic Complex setup Manual Limited
Data accuracy 99.9% Varies 95% 98%
Monthly cost $48-500 $500+ (developer) $2,000+ (time) $75-300

Why Browse AI wins for Amazon scraping

No maintenance required:

  • AI adapts to Amazon's layout changes
  • No broken scrapers or code updates
  • Automatic CAPTCHA handling
  • Continuous reliability

True no-code solution:

  • Point-and-click interface
  • No Python, JavaScript, or APIs needed
  • Visual robot builder
  • Instant results

Enterprise-grade scaling:

  • From 1 to 50,000 products
  • Parallel processing
  • Reliable infrastructure
  • 99.9% uptime guarantee

Start scraping Amazon data today

Amazon's data is too valuable to extract manually or struggle with complex coding solutions. Browse AI makes Amazon scraping accessible to everyone, from individual sellers to enterprise teams.

Take action now:

Option 1: Start free (perfect for testing)Try for free - No credit card required

  • 50 free credits monthly
  • Full feature access
  • 2-minute setup

Option 2: Scale with Premium (for serious extraction)Talk to sales - Enterprise solutions

  • Custom extraction configurations
  • Dedicated support team
  • Guaranteed uptime SLA
  • White-glove onboarding

Ready-to-use Amazon scrapers:

๐Ÿ›’ Amazon product scraper - Extract complete product data

๐Ÿ“Š Amazon to Google Sheets - Direct spreadsheet sync

๐Ÿ”„ Amazon to Zapier - Automate workflows

๐Ÿ“ˆ Amazon search monitor - Track keyword rankings

๐Ÿ Amazon Canada scraper - Cross-border data

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