Amazon Scraping API — Geo-Accurate Data, 22 Marketplaces, Free Tier

Track Amazon Prices, Stock & Sellers Across 22 Marketplaces

Every API request routes through an IP inside the marketplace’s own country. You get local prices, the real buy box winner, and accurate Prime eligibility — not the foreign-visitor version most scrapers return. No proxy management. No scraper maintenance.

Building a price monitoring tool? A repricing engine? Tracking competitor prices for your own Amazon store? One API call, structured JSON back. We deal with Amazon’s anti-bot systems so you don’t have to.

Why Your Amazon Data Might Be Wrong

Most Amazon scraping APIs route requests through whatever data center is cheapest. The problem: Amazon serves different content based on where the request comes from.

Query amazon.de from a US server, and you get the foreign-visitor view. The buy box winner flips to an international seller. Prices shift currencies or drop VAT. Prime eligibility disappears. Some Lightning deals and country-restricted listings don’t show up at all.

This is the root cause of “wrong prices”, “missing buy box”, and “no description” complaints you’ll find in reviews of competing Amazon scrapers.

Instead of scraping from random data centers, FlyByAPIs routes every request through an IP inside the target marketplace’s country. Set marketplace=de and the request hits Amazon.de from a German IP. Set marketplace=co.jp and it hits Amazon.co.jp from a Japanese IP. You see exactly what a local buyer sees.

For Amazon sellers: if you’re selling on amazon.de and amazon.co.uk, the prices and buy box data you pull for competitor analysis should come from inside Germany and the UK — not from a US data center. That’s the difference between useful competitor data and numbers that’ll lead you to wrong decisions.

We Catch Data Drift Before Your Pipeline Does

Amazon changes page structures without warning. A CSS class renames, a field goes missing, and suddenly your data pipeline is returning garbage. Most scraping APIs find out when customers file tickets — hours or days after bad data has already hit production.

We monitor every endpoint ourselves. When Amazon’s page structure drifts from the expected schema, we catch it and ship a fix within hours. You don’t need to build alerting on top of your data provider. That’s our job.

Per-Request Billing: 16-33x Cheaper on Search Workloads

Here’s what most teams miss when comparing Amazon data providers: the billing unit matters more than the sticker price.

One /search call returns 30-50 product results. With FlyByAPIs, that’s 1 request regardless of how many products come back. With Bright Data, you pay per record. With Oxylabs, per result. Same search, wildly different cost.

For search-heavy workloads (price monitoring, category scanning, competitor tracking), FlyByAPIs is 16-33x cheaper than per-record and per-result providers. For single-product lookups, the gap narrows — but per-request billing still means no surprises on your invoice.

Use Cases

Endpoints

Code Examples

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import requests

url = "https://real-time-amazon-data-the-most-complete.p.rapidapi.com/search"

querystring = {
    "query": "wireless bluetooth headphones",
    "marketplace": "US",
    "page": "1"
}

headers = {
    "X-RapidAPI-Key": "YOUR_API_KEY",
    "X-RapidAPI-Host": "real-time-amazon-data-the-most-complete.p.rapidapi.com"
}

response = requests.get(url, headers=headers, params=querystring)
data = response.json()

for product in data.get("results", []):
    print(f"{product['title'][:80]}")
    print(f"  ASIN: {product['asin']} | Price: {product.get('price', 'N/A')}")
    print(f"  Rating: {product.get('rating', 'N/A')} ({product.get('reviews_count', 0)} reviews)")
    print()

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const url = "https://real-time-amazon-data-the-most-complete.p.rapidapi.com/search?query=wireless%20bluetooth%20headphones&marketplace=US&page=1";

const options = {
  method: "GET",
  headers: {
    "X-RapidAPI-Key": "YOUR_API_KEY",
    "X-RapidAPI-Host": "real-time-amazon-data-the-most-complete.p.rapidapi.com",
  },
};

const response = await fetch(url, options);
const data = await response.json();

data.results?.forEach((product) => {
  console.log(product.title.slice(0, 80));
  console.log(`  ASIN: ${product.asin} | Price: ${product.price ?? "N/A"}`);
  console.log(`  Rating: ${product.rating ?? "N/A"} (${product.reviews_count ?? 0} reviews)\n`);
});

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curl -G "https://real-time-amazon-data-the-most-complete.p.rapidapi.com/search" \
  --data-urlencode "query=wireless bluetooth headphones" \
  --data-urlencode "marketplace=US" \
  --data-urlencode "page=1" \
  -H "X-RapidAPI-Key: YOUR_API_KEY" \
  -H "X-RapidAPI-Host: real-time-amazon-data-the-most-complete.p.rapidapi.com"

Example JSON Response

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{
  "status": true,
  "data": {
    "products": [
      {
        "asin": "B09G9FPHY6",
        "title": "Apple AirPods Pro (2nd Generation) Wireless Earbuds, USB-C",
        "url": "https://www.amazon.com/dp/B09G9FPHY6",
        "full_url": "https://www.amazon.com/Apple-Generation-Cancelling-Transparency-Personalized/dp/B09G9FPHY6",
        "image_id": "61SUj2aKoEL",
        "image": "https://m.media-amazon.com/images/I/61SUj2aKoEL._AC_SL1500_.jpg",
        "price": "$189.00",
        "price_symbol": "$",
        "original_price": "$249.00",
        "rating": 4.7,
        "reviews_count": "94,821",
        "is_prime": true,
        "sponsored": false,
        "amazons_choice": true,
        "best_seller": false,
        "has_variations": false,
        "bought_last_month": "30K+ bought in past month",
        "position": 1,
        "organic_position": 1,
        "sponsored_position": null,
        "badges": ["Amazon's Choice"],
        "delivery_info": [
          { "text": "FREE delivery", "dates": "Thursday, March 20" },
          { "text": "Or fastest delivery", "dates": "Tomorrow, March 16" }
        ]
      }
    ],
    "total_results": "60,000+ results",
    "page": 1
  }
}

vs. Competitors

Built for Production Workloads

Over 5 million requests a month, 1,000+ active users. We built this infrastructure with the same practices we used during 15+ years of SRE and DevOps work at 3scale and Red Hat — production-grade reliability, applied to web data extraction.

Get Started in 5 Minutes

1. Sign up free on RapidAPI — takes 30 seconds.
2. Subscribe to the Basic plan — 100 free requests/month, no credit card.
3. Copy your API key from the RapidAPI dashboard.
4. Make your first request using the code examples above.

Not a developer? We do white-glove setups too. We’ll build your data pipeline, deliver results in CSV or whatever format works for you, and set up automation on free cloud infrastructure. One of our customers gets structured data for 20,000 ASINs at the push of a button — no code involved. Tell us what you need .