Amazon Data Scraper — Search, Products, Best Sellers & More

Get Amazon data as a clean spreadsheet or JSON file — no coding needed. Pick what you want (a mode), enter a keyword / product / category, and press start. Works on 20+ Amazon country sites, and you only pay for results you actually get — if Amazon blocks a page, it costs you nothing.

Other tools make you rent a separate scraper for search, another for products, another for best sellers. This is one tool that does all six.

✅ What this can do

Pull Amazon's public catalogue data — the things you can see on Amazon without logging in:

• product listings and prices, ratings and review counts, images, brand, best-seller rank, availability, seller info, keyword ideas, and more.

❌ What this cannot do

• It does not download the text of customer reviews. Amazon hides full reviews behind a login, so no tool can reliably scrape review text. You do get each product's star rating and number of reviews — just not the written review paragraphs. (If you only need ratings + counts, this tool has you covered.)
• It does not access anything private (orders, seller dashboards, buyer info) — only public pages.

Modes (pick one per run)

Mode	What you get	Give it
Search	Product cards for a keyword: title, price, list price, rating, review count, image, Prime, sponsored flag, ASIN	Search terms
Product detail	Everything for specific products: title, brand, price, rating, review count, availability, Best Sellers Rank, feature bullets, all images, full spec table	ASINs or product URLs
Best sellers	A category's Best Sellers ranking (rank, ASIN, title, price, rating, review count)	Category
New releases	A category's newest products	Category
Seller storefront	Every product a seller lists	Seller IDs
Keyword suggestions	Amazon's autocomplete completions for a prefix (great for keyword research / PPC)	Search terms

Quick examples

Search amazon.com for "wireless headphones" (first 2 pages):

{ "mode": "search", "search": ["wireless headphones"], "marketplace": "com", "maxPagesPerQuery": 2 }

Full detail for two products:

{ "mode": "product", "asins": ["B09XS7JWHH", "https://www.amazon.co.uk/dp/B08N5WRWNW"] }

Top 100 best-selling electronics in India:

{ "mode": "bestsellers", "category": ["electronics"], "marketplace": "in", "maxItems": 100, "maxPagesPerQuery": 4 }

Every product from a seller's storefront:

{ "mode": "seller", "sellerIds": ["A2L77EE7U53NWQ"], "marketplace": "com", "maxPagesPerQuery": 5 }

Keyword ideas for PPC:

{ "mode": "suggestions", "search": ["wireless head", "yoga"], "marketplace": "com" }

Input fields

• mode — which data type to scrape (see the table). Each mode uses one input field:
  • Search / Keyword suggestions → search (list of keywords)
  • Product detail → asins (ASINs or full product URLs; a URL's marketplace wins)
  • Best sellers / New releases → category (a slug like electronics, books, toys-and-games, or a full best-sellers URL)
  • Seller storefront → sellerIds (the value after seller=/me= in a storefront URL)
• marketplace — which Amazon site (com, co.uk, de, in, … 20 total). A full product URL overrides it.
• maxItems — hard cap on total result rows (cost control).
• maxPagesPerQuery — how many pages to follow for Search / Seller / Best sellers / New releases (each page is ~16–60 items). Ignored by Product detail and Keyword suggestions.
• maxConcurrency — parallel requests.
• proxyConfiguration — residential proxy by default (strongly recommended; Amazon blocks datacenter IPs).

Output

One row per result in the dataset, tagged with type (search / product / bestsellers / new-release / seller / suggestion) so you can filter mixed exports. Prices are returned both as a number (price) and with the currency symbol; ratings as a 0–5 number; review counts as integers.

Filter the dataset view by type for a clean per-mode table, or export the whole run as JSON/CSV/Excel.

Reliability

• HTTP-based (no browser) → fast and cheap.
• Every request is isolated — one product failing never corrupts another's result (a common bug in other Amazon actors).
• Amazon occasionally rate-limits or serves a bot check; the actor retries on a fresh proxy session automatically. If a page stays blocked after retries, it's reported as an error row and — because billing is pay-per-result — it costs you nothing.
• Residential proxies are the default and give the best success rate. Datacenter IPs get blocked quickly; not recommended.

Pricing (pay-per-result)

Event	Price
Actor start	$0.01 per run
Result (Search / Best sellers / New releases / Seller / Suggestions)	$0.002 each
Product detail (full record)	$0.0075 each

You are charged only for results actually returned. A run that gets blocked and returns nothing costs only the actor-start fee.

Notes & limits

• This scrapes public Amazon listing/catalog data. It does not scrape individual review text (Amazon login-walls full reviews) — a product's average rating and review count are included, but not the review bodies.
• Price is returned for the vast majority of products. A small number legitimately have no price (pre-orders, "see buying options", currently-unavailable items), and Amazon occasionally serves a page variant where the price is loaded dynamically — Product mode automatically re-fetches to recover it, but price can still be null in those cases. All other fields are unaffected.
• Category slugs vary by marketplace — copy them from the Best Sellers URL on the marketplace you're targeting.
• Respect Amazon's Terms of Service and applicable laws; you are responsible for how you use scraped data.