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Amazon web scraping API & datasets

Hourly Amazon ASINs, prices, BSR, reviews, sellers, and SERP — across US, UK, EU, India, and 16 marketplaces.

20+ Amazon marketplaces covered
Hourly to real-time refresh
ASIN-level history retained for 24 months
Buy Box winner & seller rotation tracked

Request a free Amazon sample See all data fields

15M+Amazon pages crawled / mo

99.97%Pipeline uptime

24hSample turnaround

Why teams scrape Amazon

Amazon web scraping, done right.

Amazon web scraping at scale, normalized to a stable schema. Krawlx maintains the scrapers, anti-bot stack, and parsing layer so your team gets clean, ready-to-use Amazon data without operating the crawl pipeline yourself.

Krawlx is a full-stack web scraping partner — not a proxy reseller and not a script library. Our infrastructure, parsers, and SRE team are tuned specifically for Amazon, so when Amazon ships a new layout, an A/B test, or a fresh anti-bot challenge, the fix is on our roadmap, not yours.

amazon scrapingamazon apiamazon product dataamazon price trackerasin scraperamazon reviews api

Data fields extracted

Every Amazon field, scraped and normalized.

Krawlx Amazon web scraping covers every field visible on the page — and a few that aren't (computed deltas, history, normalized identifiers).

Product title

Listing URL

ASIN / SKU / Item ID

Brand / Seller

Category breadcrumb

Price

Strikethrough / list price

Currency

Discount %

Stock status

Shipping & delivery promise

Variants (size, color, pack)

Image URLs

Bullet features

Long description

Star rating

Review count

Review text

Review timestamps

Best Seller / sponsored badges

Seller name & rating

Q&A pairs

Every Amazon surface, covered.

From a single SKU lookup to a full nightly catalog refresh — Krawlx supports every Amazon web scraping pattern your team needs.

Search results (SERP)

Krawlx web scraping support for Amazon's search results (serp) surface — schema-stable and SLA-backed.

Product detail pages (PDP)

Krawlx web scraping support for Amazon's product detail pages (pdp) surface — schema-stable and SLA-backed.

Category pages

Krawlx web scraping support for Amazon's category pages surface — schema-stable and SLA-backed.

Review pages

Krawlx web scraping support for Amazon's review pages surface — schema-stable and SLA-backed.

Q&A

Krawlx web scraping support for Amazon's q&a surface — schema-stable and SLA-backed.

Seller storefronts

Krawlx web scraping support for Amazon's seller storefronts surface — schema-stable and SLA-backed.

Best-Seller lists

Krawlx web scraping support for Amazon's best-seller lists surface — schema-stable and SLA-backed.

Use cases

Who uses Amazon web scraping data, and why.

Our customers run Amazon scraping for these core jobs-to-be-done, each shipped as a managed feed.

Pricing

Competitor price tracking

Hourly price + promo refresh across millions of listings, ready to feed your repricer or BI stack.

Catalog

Assortment & gap analysis

Spot SKUs you don't carry, new entrants in your category, and out-of-stock windows your team can exploit.

Brand

MAP & seller monitoring

Catch unauthorized resellers and MAP violations within hours, complete with screenshot evidence.

SERP & keyword rank

Track organic position, sponsored slots, and share-of-voice across your category keywords.

Delivery & integration

Your stack, your schedule.

Amazon data lands wherever your team works — REST API, real-time webhooks, Parquet drops to S3, or daily writes to your warehouse.

JSON, CSV, JSONL, Parquet
Postgres, MySQL, BigQuery, Snowflake, Redshift
S3, GCS, Azure Blob, SFTP
Webhooks (any HTTPS endpoint)
Real-time websocket streams (Growth & Enterprise)
Cron, hourly, daily, on-demand

cURLPythonNode

# Scrape Amazon product data via Krawlx
curl -X GET "https://api.krawlx.io/v2/products/amazon" \
  -H "Authorization: Bearer $KRAWLX_KEY" \
  -d url="https://amazon.example/p/B0CXYZ1234" \
  -d fields="price,stock,reviews,seller"

One auth scheme, one schema. Switch Amazon for any platform — same code path, same response shape.

Compliance & ethics

Amazon web scraping — within the rules.

Public data only

We scrape only publicly accessible Amazon pages. We never log into customer accounts or extract personal information not displayed publicly.

GDPR · CCPA · DPDP

Krawlx complies with GDPR (EU/UK), CCPA (California), India's DPDP Act, and local data-protection regimes. PII is filtered at the edge before delivery.

Respectful crawling

Polite request rates, jittered scheduling, and back-off on signal. Our crawlers are designed not to disrupt Amazon's service for real users.

FAQ

Amazon web scraping — frequent questions.

Is Amazon web scraping legal?

Scraping publicly accessible product, listing, and review pages is generally lawful in most jurisdictions, including the US, UK, and EU. We only collect public data — we never access content behind authentication, bypass paywalls, or extract personal information. Krawlx complies with GDPR, CCPA, and local data-protection laws.

How often can Amazon data be refreshed?

Refresh cadence is yours to set. Most customers run hourly for hero SKUs, four-times-daily for the long tail, and on-demand for one-shot research. Real-time webhooks and websocket streams are available on Growth and Enterprise plans.

What anti-bot challenges does Amazon use, and how does Krawlx handle them?

Amazon uses a layered defence — TLS fingerprinting, browser-environment checks, rate limits, and selective CAPTCHA challenges. Krawlx ships a managed unblocker stack (residential rotation, real-browser rendering, fingerprint randomization, CAPTCHA solving) so you never see a 4xx in your warehouse.

In what formats can I get Amazon data?

JSON, CSV, JSONL, and Parquet are standard. We also push directly to Postgres, MySQL, BigQuery, Snowflake, Redshift, S3, GCS, and Azure Blob — or fan out to your webhooks. Schemas are versioned and stable across major releases.

Can I get a free sample dataset before committing?

Yes. Tell us the URLs (or just the country and category), and we'll deliver a 100–1,000-record sample of Amazon data within 24–48 hours, free of charge. No credit card, no procurement maze.

Related platforms

Other USA & marketplace web scraping services.

Pair Amazon with these adjacent platforms — most teams scrape 3–6 in parallel for full market coverage.

Browse all 82 platforms

Get a free Amazon web scraping sample.

Send us 5 Amazon URLs (or just a category). We'll deliver a normalized JSON sample within 24 hours.

Request a free sample