The FBA
AI Architect
I measured 150 products across 30 niches against a simulation of Amazon's AI. Then I build for what it rewards.
I embed with your team for four to six weeks and leave one workflow running end to end in your own environment. Listing and AI discovery, inventory intelligence, PPC automation, competitive analysis, multi-agent systems, portfolio operations — whichever one is costing you the most time.
Selling on Amazon became a profession. AI absorbs the complexity. You operate the business.
What I do
Guides
In-depth guides on AI, Amazon search, and what's actually changing for FBA sellers — no filler, no hype.
Read all guides →Embedded engagements
I embed with your team for four to six weeks and leave a working system in production — not a roadmap. One workflow, end to end, in your own environment. Remote, fixed scope, fixed price.
Work with me →Tools
Open-source and SaaS tools I've built for Amazon sellers operating in the AI era — free and paid.
See the tools →Newsletter
A no-fluff newsletter on AI for Amazon sellers. When I learn something useful and verified, you'll hear about it.
Subscribe free →Amazon AI Mastery
The complete operator's playbook for winning on Amazon when AI replaces traditional SEO — 9 modules, 20+ hours, live workshops.
Join the waitlist →What I actually build for FBA brands
One workflow, built properly, before anything else is touched.
Listing & AI Discovery
AI-ready listing rebuilds, COSMO semantic mapping, Competitor Angle analysis, and Recommendation Share measurement — how often a simulation of Amazon's AI favors your listing over competitors. Often the first workflow we take on: a precise read on where you win the recommendation, and where a rival does instead.
Operational AI
PPC bid intelligence, inventory demand forecasting, pricing elasticity systems, stock risk automation — built directly on your SP-API data. The infrastructure that lets a small team run a large catalog without constant manual intervention.
Strategic & Portfolio AI
Multi-brand command centers, competitive intelligence pipelines, brand analytics mining, and portfolio-level governance for operators managing multiple SKUs, brands, or acquisitions — where capital efficiency and AI meet.
State of AI Recommendations on Amazon
A quarterly study: 150 products across 30 niches, measured against a simulation of Amazon's AI shopping assistant. What it rewards, what it ignores, and how far apart the two are.
Read the Q3 2026 report →of the time, the #1 best-selling product was the AI's first recommendation. The other 83% went to a lower-ranked rival.
of buyer questions had no product answering them at all — open territory, won by default.
Latest Guides
See all 14 guides →Agentic Commerce & the Future of Amazon FBA Discovery
Buy for Me, the AWS Agentic Shopping Assistant, the Perplexity lawsuit — what agentic commerce actually means for a $200K–$2M FBA brand.
Read guide → NewAmazon Gifting & Subjective-Needs Optimization for AI Search
Shoppers now ask the AI for occasions, audiences, and feelings — not product names. Here's how to win gifting and intent-based queries.
Read guide → GuideAmazon BSA Agent Policy for Sellers
Amazon's Business Solution Agreement shapes what every AI agent on the platform can and cannot do. What sellers need to know.
Read guide →Tools I've Built
From internal audit systems to open-source PPC tooling and a SaaS listing optimizer.
A proprietary multi-agent AI operating system for Amazon FBA — specialized agents for inventory, pricing, PPC, portfolio governance, and M&A due diligence, governed by a human-in-the-loop permission engine.
A PPC management tool for Amazon sellers. Built to simplify campaign structure and reduce wasted ad spend.
View on GitHub →The first Amazon listing optimizer built on Amazon's own AI research. An 8-agent pipeline, 22 tools, and a free Forensic Audit. Built to win Alexa for Shopping recommendations, not keyword rankings.
Explore Keoxs AIO →Stay ahead of the AI shift on Amazon
No fluff, no hype — just what I'm actually learning about AI and Amazon FBA, when it's worth sharing. Free. Unsubscribe anytime.
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