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AgentXray
Amazon operations AI: profit, listings and PPC in one system
AgentXray is an Amazon operations AI. It reads profit from your own settlement reports — the referral, FBA, storage and refund fees Amazon actually deducted, per SKU — instead of estimates. Every ad campaign gets a break-even ACoS from those fees. Your own Claude or ChatGPT connects over MCP to ask questions and draft bid, budget, listing and price changes; nothing reaches Amazon until you approve it in the browser. Live demo on sample data, no account needed.
Hi Product Hunt! I'm Can, and I sell on Amazon myself.
AgentXray started because our own Amazon numbers were wrong: the fee Amazon estimated and the fee that actually settled were not the same number, and every pricing and ad decision we made sat on the estimate.
So AgentXray reads the settlement instead: the real referral, FBA, storage and refund fees per SKU. Every listing, price or PPC change is then priced against those figures before it is proposed.
Two things we care about:
• Nothing reaches Amazon without a human approving it in the browser. The token your AI uses to draft a change cannot authenticate the endpoint that applies one.
• Every answer shows where the number came from and what it cannot tell you, instead of filling the gap with an estimate.
You can connect your own Claude or ChatGPT over MCP, or try the live demo on a sample store with no account.
Honest note: if you want product research, the big suites go deeper than we do. We focus on running what you already sell.
I'd love your feedback, especially from sellers and agencies. What would you want your AI to check before it touches your account?
About AgentXray on Product Hunt
“Amazon operations AI: profit, listings and PPC in one system”
AgentXray was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #41 on the daily leaderboard. AgentXray is an Amazon operations AI. It reads profit from your own settlement reports — the referral, FBA, storage and refund fees Amazon actually deducted, per SKU — instead of estimates. Every ad campaign gets a break-even ACoS from those fees. Your own Claude or ChatGPT connects over MCP to ask questions and draft bid, budget, listing and price changes; nothing reaches Amazon until you approve it in the browser. Live demo on sample data, no account needed.
On the analytics side, AgentXray competes within Analytics, Artificial Intelligence and E-Commerce — topics that collectively have 697.9k followers on Product Hunt. The dashboard above tracks how AgentXray performed against the three products that launched closest to it on the same day.
Who hunted AgentXray?
AgentXray was hunted by Can Korkmaz. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AgentXray including community comment highlights and product details, visit the product overview.
Can Korkmaz