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Use case · E-commerce product extraction

Structured product data from any store.

Prices, reviews, specs, availability — extracted reliably from Amazon, Walmart, eBay, Shopify, and tens of thousands of long-tail stores. One API; no per-site selector maintenance.

5,000 free credits · no card · failed requests not billed
The challenge

Why "just scrape product pages" is harder than it looks.

Anti-bot stacks, JS-heavy pages, and inconsistent layouts turn a straightforward task into a maintenance treadmill — until it breaks the night before the release.

Anti-bot protection

Cloudflare, Akamai, PerimeterX, DataDome — every major retailer runs one. Naive scrapers get 403s within hours.

Dynamic pricing

Prices, promos, and availability change multiple times daily. Snapshots taken even an hour late are worthless for repricing.

Complex product pages

Every marketplace uses its own DOM, JS rendering pattern, and lazy-loading scheme. Per-site selectors don’t scale.

SKU scale

Tracking thousands of SKUs across dozens of sites needs infrastructure that doesn’t fall over when one site flips its layout overnight.

Use cases

Four common workloads.

Competitor pricing

Live pricing across every marketplace.

Track current prices, sale prices, shipping, and promos in real time. Power dynamic repricing strategies that don’t lose the cart to a competitor’s 4% drop.

Business outcomes
  • 15–25% revenue lift through data-driven repricing
  • React to competitor drops within minutes
  • Find underpriced opportunities by category
  • Floor-price rules protect margin
Catalog enrichment

Fill in everything the supplier didn’t send.

Augment your catalog with detailed specs, hi-res images, feature bullets, and category metadata pulled from manufacturer pages and marketplace listings. Standardise descriptions and ship faster.

Business outcomes
  • ~80% reduction in manual catalog data entry
  • Richer product pages = higher conversion
  • Consistent attributes across all sales channels
  • Faster time-to-market for new SKUs
MAP compliance

Watch your reseller channel.

Continuously scan authorised + unauthorised resellers for MAP violations, unauthorised sellers, and counterfeit listings. Generate violation reports with timestamps and screenshots for enforcement.

Business outcomes
  • ~98% detection rate for MAP violations
  • Protect brand equity + reseller relationships
  • Automated evidence collection for enforcement
  • Identify unauthorised sellers before they erode margins
Marketplace intel

See what’s actually selling.

Track seller rankings, review velocity, Best Seller flags, and category trends. Understand which products are gaining traction and where the gaps are for new launches.

Business outcomes
  • Data-driven product launch decisions
  • Track competitor review velocity and sentiment
  • Spot trending products + emerging categories early
  • Benchmark marketplace performance vs rivals
Sources

Extract from every major e-commerce platform.

Pre-tuned for the big marketplaces; works on long-tail Shopify and WooCommerce stores out of the box.

Amazon

Titles, prices, Buy-Box data, sellers, reviews, ratings, Prime eligibility. Aggressive anti-bot handled by stealth browsing.

eBay

Auction + fixed-price listings: current bids, seller ratings, conditions, shipping costs across millions of active listings.

Walmart

Prices, inventory, pickup availability, seller info. 1P + 3P marketplace coverage at scale.

Shopify stores

Variant pricing, inventory levels, collection structures, product metadata. Works on any Shopify-powered DTC brand.

WooCommerce

Variable products, grouped items, custom fields across thousands of WordPress-based stores.

AliExpress

Supplier pricing, shipping options, order volumes, seller ratings. Essential for dropshippers and importers.

Target

Pricing, availability, same-day delivery, promo offers. Home goods, apparel, consumer products.

Best Buy

Electronics pricing, tech specs, open-box deals, availability. MAP compliance monitoring for tech brands.

Start extracting No credit card required.
How it works

URL in. Structured product data out.

1

Point the AI Scraper at product pages

Send URLs with a natural-language prompt: "extract title, price, sale price, images, specs, reviews, availability." Pre-built templates available for the big marketplaces; custom selectors for everything else.

2

Get structured JSON

The AI Scraper understands product-page layouts across thousands of sites and returns clean, typed JSON. Validate against your own schema; retry, proxy, rate-limit logic baked in.

3

Automate and monitor at scale

Schedule recurring jobs. Webhook alerts on price drops, MAP violations, stock-outs. Stream straight to your DB, warehouse, or BI tool.

Try it

Drop a product URL into the playground.

See structured JSON come back from any e-commerce site. No API key required for testing.

curl 'https://api.ujeebu.com/ai-scraper' \
  -H 'ApiKey: YOUR_API_KEY' \
  -d '{
    "url": "https://www.amazon.com/dp/B0CHX2F5QR",
    "prompt": "extract title, brand, price, sale_price, currency, in_stock, rating, review_count, top_image",
    "premium_proxy": true,
    "stealth": true
  }'
No API key required for testing in the playground. Powered by /ai-scraper
Features

Everything a production product pipeline needs.

Pre-built templates

Ready-to-use extraction templates for Amazon, eBay, Walmart, Shopify, and other big platforms. Maintained as sites change.

Dynamic price extraction

Accurate current prices, sale prices, original prices, unit pricing from JS-rendered pages. Currencies, ranges, coupons, bundle discounts all handled.

Reviews & ratings

Counts, distributions, top reviews. Watch review velocity and sentiment to spot quality issues before they hit revenue.

Spec table parsing

Structured key-value extraction of spec tables, feature bullets, and product attributes regardless of how they’re laid out.

Stock monitoring

Track availability + stock levels across competitors. Back-in-stock alerts. Spot supply gaps to exploit.

Webhook alerts

Real-time webhook delivery on price drops, stock-outs, or MAP violations. Trigger automated repricing without polling.

FAQ

Frequently asked.

Can I extract product data from Amazon, Walmart, and other protected sites?
Yes. Our infrastructure is specifically designed for protected e-commerce: stealth browsing, automatic proxy rotation, CAPTCHA solving, browser fingerprint randomisation. Pre-built templates for Amazon, Walmart, eBay, Target, Best Buy, and thousands of others mean you can start extracting structured data immediately.
What product fields can I extract?
Anything visible on the page: titles, current and sale prices, images, descriptions, specifications, reviews, ratings, seller info, availability, shipping details, variants (size/colour), SKUs, brands, category breadcrumbs. Describe what you want in plain English; get JSON back.
How does it handle different page structures across sites?
The AI Scraper eliminates per-site selectors. It reads the page semantically and adapts to any layout — Amazon, Shopify, WooCommerce, custom — without changing your code. Pass a JSON schema if you need stricter output shape; otherwise plain-English prompts work.
How many products can I extract per day?
Depends on plan. Small includes 300K credits/mo, Medium 1M, Large 3M. AI Scraper requests cost 15–25 credits depending on proxy tier. Custom enterprise plans for millions/day with dedicated proxy pools and priority queues.
Can I schedule recurring extractions?
Yes — schedule from your own infrastructure (cron, cloud functions, workflow tools). Webhook back the results, layer detection logic on top to fire alerts on price changes, stock shifts, or new product launches.
Is extracting product data legal?
Extracting publicly available product info for competitive intelligence is a standard business practice — hiQ Labs v. LinkedIn (2022) established that scraping public data isn’t a CFAA violation in the US. Review the site’s terms of service and applicable laws in your jurisdiction. We follow rate limits, legitimate user agents, and responsible crawling.
5,000 free credits to start.
No credit card. Failed requests cost zero.
Start free

Start extracting product data today.

Join e-commerce teams using automated product extraction to monitor competitors, enrich catalogs, and win on pricing.

No credit card required.