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Amazon India Bestsellers & Hot New Releases Scraper
x402
Amazon India Bestsellers & Hot New Releases Scraper is a paid API for AI agents from api.scrapeforagents.tech, paid per call via x402, $0.025/call, status unknown (last checked 2026-10-02).
Scrapes structured product data (rank, price, ASIN, category) from Amazon.in Best Sellers and Hot New Releases pages, with configurable depth and item limits.
Price / call$0.025
Success—
StatusUnknown
How this service works
Pay-per-call structured web data. Failed or empty runs are not charged.
Output
A JSON object containing a count of returned items and an array of product records, each with fields for ASIN, product name, price, currency, bestseller rank position, chart type (bestsellers or hot new releases), category name, and the source category URL.
Example use cases
Track trending products on Amazon India
“Give me the top 100 bestsellers across Amazon India's Toys & Games and Baby Products categories, going 2 levels deep into subcategories, so I can see what's trending right now.”
Competitive pricing research by category
“Scrape Amazon India's Kitchen & Home bestsellers — I want product names, ASINs, and prices for the top 50 items per category so I can benchmark my pricing.”
New product launch monitoring
“Pull the Hot New Releases from Amazon India's Sports & Outdoors section, limit to 30 items total, and just stay at the top-level category — I want to see what new products are gaining traction.”
Technical details
Endpoint
POSThttps://api.scrapeforagents.tech/v1/amazon-bestsellers?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need structured, ranked product data from Amazon India (Amazon.in) specifically, including ASINs, prices, and bestseller positions across one or more categories. It is particularly valuable when you need to traverse subcategory hierarchies (depth 2–3) or aggregate across many categories in a single call. Prefer it over general web scrapers because it returns a clean, normalized schema with rank and chart-type fields already parsed.
Side effects
- Empty result if Amazon.in changes page structure or blocks the scraper
- Category URL is invalid or not a Best Sellers / Hot New Releases page — returns empty items array
- Amazon.in rate limiting or bot detection causing partial or no data
- Depth 2 or 3 crawls may time out for large category trees
- maxItems or maxItemsPerStartUrl set to 0 may return unexpectedly large or incomplete datasets
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| maxItems | integer | Hard cap on dataset rows across all categories. Zero removes the total cap; the per-category limit still applies. |
| categoryUrls | array | One or more public Amazon.in Best Sellers or Hot New Releases category URLs. Use a department or a specific subcategory page. |
| depthOfCrawl | integer | One collects only the supplied categories. Two also follows their immediate subcategories. Three follows one more level. |
| maxItemsPerStartUrl | integer | Maximum products from each visited category. Zero means all visible products. Amazon.in currently displays up to 100 ranks across two pages, though fewer detailed cards may be rendered. |
Output
Schema · Response
{
"type": "json",
"example": {
"count": 1,
"items": [
{
"asin": null,
"name": null,
"price": null,
"category": null,
"currency": null,
"position": null,
"chartType": null,
"categoryUrl": null
}
],
"product": "amazon-bestsellers"
}
}Tags
x402
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