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AgentXray

Amazon operations AI: profit, listings and PPC in one system

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This is 1 of 57 launches in marketplace listing and optimization software — see how it stacks up on momentum and crowding →

320 other launches read as similar to this one →

1 upvote is below the featured tier: most Product Hunt submissions get 1 upvote, and only about 4 in 100 pass 50. See how many upvotes it takes to reach the top 5, top 10 or #1 on Product Hunt.

Details

External ID
1278688
Source
PH
Company
—
Product
AgentXray
Website domain
producthunt.com
Launched
Oct. 14, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.33
Tags
Analytics, Artificial Intelligence, E-Commerce

Description

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.

Enrichment

Niche
marketplace listing and optimization software
Vertical
Retail & commerce
Function
Vertical SaaS
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
amazon seller operations manager for listings and ppc
Manually corrected
False

Could you build this?

Yes The core is parsing users' own Amazon settlement reports, computing per-SKU profit and break-even ACoS, and exposing the data over MCP. This is data processing and an integration layer rather than a novel system.

Competitors

Other products that read as similar to this one — 320 launches clear the similarity bar, closest 8 shown.

Attention rank: #168 of 321 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 338 days after the earliest competitor.

Other launches for this product