Best Amazon scraping APIs (2026)

The best Amazon scraping API for most teams is the one that returns clean structured fields by ASIN — price, Buy Box, Best Seller Rank, rating, review count, variants and seller — without you parsing HTML or running proxies. In 2026 the serious contenders are ShopAPIS, Bright Data, Oxylabs, Decodo (formerly Smartproxy), ScraperAPI and Apify. They split into two camps: structured data APIs that hand you JSON fields, and scraping infrastructure (proxies + raw HTML) you parse yourself.

Amazon is the hardest mainstream marketplace to parse — its defenses combine Akamai bot management , behavioral scoring and aggressive CAPTCHAs, and it rotates layouts often. The official Selling Partner API  is gated to your own catalog, so it shows you nothing about competitors’ offers, cross-seller pricing or rival Best Seller Rank. To see the full Buy Box for an ASIN you do not own, parsing the public detail page is the only path — which is why a maintained Amazon API exists at all.

What to look for in an Amazon API

Don’t buy “Amazon support” — buy the specific fields you need, delivered as stable JSON, at a price that scales with successful records.

Score any Amazon API on five things:

• Fields returned — does it parse Buy Box, all third-party offers, Best Seller Rank, FBA/Prime, variant matrix and review text, or only title and price?
• Output shape — ready-to-use JSON fields, or raw HTML you still have to parse?
• Success rate — does it retry and bill only successful results, and how does it handle CAPTCHA/blocks?
• Pricing model — per successful request, per record, or credit multipliers (Amazon often costs more credits than a plain page).
• Coverage — only amazon.com, or the international marketplaces (.co.uk, .de, .co.jp, .com.br, .in, .ae) you actually sell in.

Comparison table

Where ShopAPIS fits

ShopAPIS is a structured Amazon data API, not a proxy network — you send an ASIN or URL and get back normalized JSON with no HTML parsing on your side. It covers amazon.com, amazon.ca and amazon.com.mx through one parser, plus amazon.co.uk and the EU marketplaces, amazon.co.jp, amazon.in, amazon.ae / amazon.sa and amazon.com.br — all in the same field schema. See the full field list and a sample response on the Amazon product data API page.

Sample response

{
  "platform": "amazon",
  "marketplace": "amazon.com",
  "asin": "B0CHX3QBCH",
  "title": "Apple AirPods Pro (2nd Generation) with USB-C",
  "price": { "amount": 189.99, "currency": "USD", "list_price": 249.00 },
  "buy_box": { "winner_seller": "Amazon.com", "is_prime": true, "fba": true, "total_offers": 14 },
  "availability": "in_stock",
  "best_seller_rank": [{ "category": "Electronics", "rank": 3 }],
  "rating": 4.7,
  "review_count": 132840,
  "gtin": "0195949052075",
  "scraped_at": "2026-06-05T11:42:00Z"
}

How to choose

• Need Amazon as clean fields across many marketplaces? A structured data API (ShopAPIS, Bright Data, Oxylabs, Decodo) saves you the parser.
• Already have a parsing team and just need to get past blocks? Raw-HTML scraping infrastructure (ScraperAPI proxies) can be cheaper per request.
• Need one platform, occasionally? An Apify Store actor with per-result billing is a low-commitment start.
• Need Amazon plus 70+ other marketplaces in one schema? That breadth is where ShopAPIS is purpose-built.

For a deeper, head-to-head breakdown of the three biggest infrastructure vendors, see ShopAPIS vs Bright Data vs Oxylabs vs ScraperAPI. If you are weighing an in-house build, read build vs buy.

Related