AI agents for Amazon sellers: real, sourced use cases
50 workflows that sellers and agencies have actually published, from PPC and listings to reimbursements. Each one links to its original source and comes with a copy-paste prompt.
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Start here: cases with real numbers
PPC Reporting with Claude for Amazon Sellers
Replace a paid PPC reporting tool with a self-owned dashboard
Keyword Gap Discovery with Claude for Amazon Sellers
Find keyword gaps competitors aren't covering
Review Analysis for Listing Conversion with Claude for Amazon Sellers
Find what buyers love in reviews and rebuild listing images around it
Match-Type Harvesting with Claude Code for Amazon Sellers
Promote converting search terms from broad to phrase to exact and add negatives
Main Image CTR Testing with Claude for Chrome and ChatGPT Image 2 for Amazon Sellers
Research competitor main images and iterate new main-image concepts
Competitor Review Mining with Claude for Amazon Sellers
Classify competitor reviews into patterns and turn them into tested ad angles
Newest additions
Support Case Triage Across Client Accounts with Claude and an MCP for Amazon Sellers
Find open and stalled Seller Central support cases across many accounts
Product Video from Listing Images with Claude Cowork and Google Flow for Amazon Sellers
Create a product video from an existing Amazon listing
Keyword and Competitor Research with the Helium 10 MCP in Claude or ChatGPT for Amazon Sellers
Query Helium 10 keyword, listing, P&L and inventory data from an AI assistant
Inventory Forecast Spreadsheet Audits with AI for Amazon Sellers
Audit a reorder forecasting spreadsheet and rebuild the reorder logic
Bookkeeping and FBA Shipment App with Claude for Amazon Sellers
Replace InventoryLab and Sellerboard with a custom-built tool
Finding Seller Central Reports with Claude Code and Playwright MCP for Amazon Sellers
Find hard-to-locate reports in the redesigned Seller Central
Seller Central Tasks with the Amazon Selling Partner Plugin for Claude
Check sales, inventory and listings and approve listing or price changes from Claude
Rating-Drop Alerts with Amazon Seller Assistant Workflows for Amazon Sellers
Monitor top products' star ratings around the clock and draft a response plan
Keyword Gap Discovery with Claude for Amazon Sellers
Find keyword gaps competitors aren't covering
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How we pick cases
- Every case links to a public source we opened. No source, no case.
- "How it went" only repeats what the source says. We don't invent results, numbers or quotes.
- Prompts are labeled: From the source (14) or Starter prompt written by us (36).