Amazon Best Sellers Scraper

What this actor does

Scrape Amazon Best Sellers, New Releases, and Movers lists by category URL with ranks, ASINs, titles, ratings, and diagnostics.

Amazon Best Sellers Scraper tracks category ranking pages and returns ranked product rows for assortment research and bestseller monitoring.

Use cases

• Amazon category research
• New release monitoring
• Bestseller rank snapshots

Output fields

The actor is designed for compact JSON records that are easy to send into dashboards, webhooks, MCP clients, vector databases, and AI pipelines.

Best first run

Submit one Amazon Best Sellers, New Releases, or Movers category URL with a small maxProducts value, then verify rank, ASIN, title, URL, rating, list_type, and summary diagnostics before adding more categories.

Use through Apify MCP

MCP clients can call this actor as a focused Apify tool. Open the URL below in a compatible client, connect with Apify OAuth or your client's supported token configuration, then use the prompt as a small first run.

https://mcp.apify.com?tools=harvestlab/amazon-bestsellers-monitor

Suggested MCP prompt:

Use harvestlab/amazon-bestsellers-monitor through Apify MCP. Start with a small first run: Submit one Amazon Best Sellers, New Releases, or Movers category URL with a small maxProducts value, then verify rank, ASIN, title, URL, rating, list_type, and summary diagnostics before adding more categories. Return compact JSON with these fields when available: rank, asin, title, url, rating, list_type. Include source URLs or source identifiers in the response.

Sample JSON output

Field values vary by source and input, but the record shape is kept compact so it can move cleanly into dashboards, webhooks, and AI workflows.

{
  "rank": 3,
  "asin": "B0EXAMPLE1",
  "title": "Example result title",
  "url": "https://example.com/product",
  "rating": 4.6,
  "list_type": "best_sellers"
}

Related search intents

FAQ