E-Commerce Scraping

Use Amazon Scraper API in Claude

Extract Amazon product data, prices, reviews, and search results. Build price trackers, competitor analysis tools, and e-commerce applications with real-time data.

$0.003 per request (products, search, reviews)
Coverage across 15+ Amazon marketplaces
Real-time data with sub-3s responses
$2 free credit gives 660+ requests

How it works

1

Install SkillBoss

Download and add it to Claude Desktop, Cursor, Windsurf, or any MCP-compatible platform.

2

Top up balance

Start with SkillBoss Credit. No subscriptions, just pay-as-you-go.

3

Use Amazon Scraper API in Claude

Tell Claude or your agent what you need. SkillBoss routes Amazon Scraper API and returns results.

x402 and MPP

Amazon Scraper API can use x402 for deterministic setup or fixed-cost calls. For longer-running automation, MPP gives agents a payment-later path without pre-funding every workflow.

x402 and MPP compatible

x402

Use x402 when your agent wants a quote-pay-retry loop for deterministic setup or provisioning work.

curl https://api.skillboss.co/v1/chat/completions \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Payment-Protocol: x402" \
  -d '{
    "model": "skillboss/claude-sonnet",
    "messages": [
      {"role": "user", "content": "Use Amazon Scraper API for this request and return the result."}
    ]
  }'

MPP / Payment Later

Use MPP when the workflow may expand into longer-lived usage, recurring automation, or usage-based billing.

curl https://api.skillboss.co/v1/chat/completions \
  -H "Authorization: Bearer $SKILLBOSS_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Payment-Protocol: mpp" \
  -d '{
    "model": "skillboss/claude-sonnet",
    "messages": [
      {"role": "user", "content": "Use Amazon Scraper API for this request and return the result."}
    ]
  }'

What you can build

Extract titles, descriptions, specs, images, price, rating, seller info, and availability for any ASIN or listing.
Get real-time pricing, inventory signals, and shipping status to power price trackers and alerts.
Scrape reviews with rating, verified purchase, helpful votes, and reviewer metadata for sentiment analysis.
Search Amazon listings with filters, sponsored placements, and ranking metadata for market research.
Track competitors across 15+ marketplaces with scheduled polling and historical comparisons.
Build product research dashboards, review aggregators, and affiliate sites with structured Amazon data.

Pricing

$0.003 per request (products, search, reviews)

Pricing source

SkillBoss pricing

Last updated

Updated regularly from the live capability catalog

Lifecycle state

Listed and available

Best for agents

Best used from Claude Code, OpenClaw, Cursor, Windsurf, Kiro, Gemini CLI, and Codex.

Pricing path

Use SkillBoss Credit, x402, or MPP depending on whether the workflow is deterministic or usage-based.

Canonical URL

https://www.skillboss.co/use/amazon-scraper

Ready to get started?

Join 10,000+ developers using SkillBoss to ship faster with Claude, OpenClaw, and other AI agents.

Frequently Asked Questions

How much does Amazon Scraper API cost?

Amazon Scraper via SkillBoss costs $0.003 per request. Product details, search results, and reviews are each one request. Start with $2 free credit (~660 requests).

What Amazon data can I extract?

Extract product titles, descriptions, prices, images, ratings, reviews, seller info, availability, variations, and search rankings from any marketplace.

Which Amazon marketplaces are supported?

All major marketplaces: US, UK, Germany, France, Italy, Spain, Japan, Canada, Australia, India, Mexico, Brazil, and more.

Is Amazon scraping legal?

Scraping publicly available data is generally legal. Respect robots.txt and terms of service, and avoid overwhelming Amazon servers.

Can I track price changes over time?

Yes. Store SkillBoss responses to build price history. Each request returns the current data for any ASIN so you can record changes.

How often is the data updated?

Each request fetches fresh data in real-time. SkillBoss never relies on stale price caches.

What about rate limits?

No hard limits for normal usage. Run hundreds of requests per minute and contact us for enterprise volume plans.

Can I scrape Amazon reviews?

Yes. Pull review text, rating, verified purchase status, helpful votes, and reviewer metadata for any product.