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Amazon Product Scraping
📦 E-commerce Data ⚡ Real-time Prices 🛡️ 100% Compliant

Our web scraping amazon specialists deliver enterprise ASIN data feeds

AHK.AI extracts pricing, inventory, promotions, and review insights for any marketplace category

★★★★
4.9 /5 (218 reviews)

Service Overview

AHK.AI's web scraping amazon engineers run resilient crawlers with residential proxies, CAPTCHA handling, and automated QA so brands, agencies, and aggregators receive compliant ASIN datasets daily. We track Buy Box ownership, promotions, inventory gaps, and sentiment, then deliver normalized CSV, API, or data warehouse feeds tailored to your decision-making cadence.

What You'll Get

  • Detailed product attributes (Title, Bullets, Description, Variations, Images)
  • Real-time pricing data: List Price, Sale Price, Discount %, Buy Box Winner
  • Estimated sales velocity and revenue based on BSR (Best Seller Rank) analysis
  • Full customer review text with star ratings, verified purchase status, and timestamps
  • Question & Answer (Q&A) data with helpful vote counts
  • Seller information: FBA/FBM status, seller names, offer counts
  • Product availability and stock status tracking
  • Category and subcategory classification
  • Keyword ranking position tracking (for search terms)
  • Export formats: CSV, Excel, JSON, or direct database integration

How We Deliver This Service

Our consultant manages every step to ensure success:

1

Target List Definition: You provide ASINs, search keywords, category URLs, or competitor brand names. We help you refine the targeting criteria to maximize data relevance.

2

Scraper Configuration: We configure our infrastructure to handle Amazon's regional variations (.com, .co.uk, .de, .jp, etc.), pagination logic, and dynamic content loading.

3

Data Extraction: Our bots execute the scrape using enterprise residential proxies (10,000+ IPs) to avoid rate limits and CAPTCHA challenges.

4

Data Enrichment & Cleaning: We standardize fields, remove duplicates, calculate derived metrics (estimated monthly sales, revenue), and flag data quality issues.

5

Quality Assurance Sample: We send you a preview of 50-100 records for validation before delivering the full dataset.

6

Delivery & Automation: You receive the final dataset via secure download, email, or automated daily/weekly feeds pushed to your database or S3 bucket.

Technologies & Tools

Python (Scrapy, BeautifulSoup, Selenium) Headless Browsers (Puppeteer, Playwright) Rotating Residential Proxies (Bright Data, Oxylabs) CAPTCHA Solvers (2Captcha, Anti-Captcha) Cloud Infrastructure (AWS Lambda, Docker) Data Processing (Pandas, NumPy for BSR-to-sales conversion)

Frequently Asked Questions

Can you scrape Amazon Fresh, Whole Foods, or international Amazon sites?

Yes! We scrape all Amazon sub-platforms including Amazon Fresh, Whole Foods Market, Amazon Business, and international domains (.co.uk, .de, .fr, .jp, .ca, .com.au, etc.). We adapt our scripts to handle regional variations in layout, currency, and language.

How do you handle CAPTCHAs and Amazon's bot detection?

We use enterprise-grade residential proxy networks (10,000+ rotating IPs), browser fingerprinting, realistic user behavior patterns, and automated CAPTCHA solving services (2Captcha, Anti-Captcha). Our success rate is 99%+ for large-scale scraping projects without triggering account bans or IP blocks.

Can I get real-time data or scheduled daily updates?

Yes! For Standard and Premium packages, we set up automated monitoring to track: Daily price changes, Buy Box winner shifts, Review count increases, BSR fluctuations, and Stock status updates. Data is delivered via email alerts, webhook, direct database insertion, or S3 bucket sync.

Do you provide API access to the scraped data?

Yes, for Premium packages, we build custom REST API endpoints that your application can query in real-time. We can also push data to your existing systems via webhook, FTP, or direct database integration (PostgreSQL, MongoDB, MySQL).

Can you scrape product reviews with full text and ratings?

Absolutely! We extract complete review datasets including: Full review text, Star rating (1-5), Verified purchase badge, Review date, Helpful vote counts, Reviewer profile information, and Images/videos attached to reviews. For Premium clients, we also provide sentiment analysis (positive/negative/neutral classification) and topic extraction (common complaints, feature requests).

How do you calculate estimated sales from BSR (Best Seller Rank)?

We use proprietary algorithms trained on historical BSR-to-sales conversion data across 20+ Amazon categories. Our estimates include: Daily/monthly unit sales, Estimated revenue (based on current price), Sales velocity trends (increasing/declining). Accuracy is typically ±20% for products with stable BSR. We provide both conservative and optimistic estimates with confidence intervals.

Is it legal to scrape Amazon data?

Scraping publicly available product data (prices, reviews, BSR) is generally legal under the hiQ Labs v. LinkedIn precedent. However, we adhere to ethical standards: We respect robots.txt guidelines, We don't scrape personal customer information, We avoid violating Amazon's Terms of Service in ways that cause harm or disruption. We decline projects that target non-public data or private seller dashboards. We recommend consulting legal counsel for brand protection or competitive intelligence use cases.

Can you track Buy Box winners and MAP (Minimum Advertised Price) violations?

Yes! This is a common use case for brand manufacturers. We track: Current Buy Box winner (seller name, price, FBA/FBM status), All competing offers (price, shipping cost, seller rating), MAP violations flagged automatically when sellers price below your threshold, Historical Buy Box ownership % (who wins the Buy Box most often), and Unauthorized seller identification. We deliver alerts within 1 hour of detecting violations for time-sensitive brand protection.

How do you handle variation products (different sizes, colors, etc.)?

We extract the complete variation matrix for parent ASINs, including: All child ASINs (size/color combinations), Individual prices and availability for each variation, Variation-specific images and attributes, and Parent-child relationship mapping. This is crucial for inventory management and ensuring you capture all SKUs in a product family.

What's your pricing structure for large-scale projects (100,000+ ASINs)?

For enterprise-scale scraping (100,000+ ASINs), we offer custom pricing starting at $0.015-$0.03 per ASIN depending on: Data depth (basic fields vs. full reviews + Q&A), Update frequency (one-time vs. daily monitoring), and Delivery method (batch file vs. API). Volume discounts apply for monthly retainers. We provide detailed quotes after understanding your specific requirements.

Can you scrape keyword search results and ranking positions?

Yes! For SEO and PPC optimization, we scrape: Search result positions for your target keywords (page 1-10 tracking), Competing products appearing for the same keywords, Sponsored vs. organic placement, Featured snippets and Amazon's Choice badges, and Historical ranking trends over time. This helps you optimize your listing's keyword strategy and monitor competitors' visibility.

How fast can you deliver a large dataset (e.g., 10,000 ASINs)?

Delivery times vary by data depth: Basic fields only (Title, Price, BSR): 10,000 ASINs in 1-2 days. Full product data + top 100 reviews: 10,000 ASINs in 3-5 days. Complete review scraping (all pages): 10,000 ASINs in 7-10 days. Rush delivery (50% surcharge) is available for urgent projects requiring <24 hour turnaround for up to 5,000 ASINs.