Ranked but not selling? Amazon's AI may not understand your listing.
Understanding Alexa for Shopping is a free, 23-page, plain-English guide to what actually changed inside Amazon search — why listings that rank fine stopped converting, why the ChatGPT rewrite didn't fix it, and what separates the listings Amazon's AI recommends.
What you'll understand in one read
How Amazon search used to work — and why the keyword skills you mastered are no longer enough on their own.
The AI layer on top of A9: what Alexa for Shopping (formerly Rufus) changed in May 2026, and why buyers now ask questions instead of typing keywords.
"Ranked but not recommended" — why a listing can be perfectly indexed for A9 and still invisible to the AI that decides what buyers see.
How the AI actually reads your listing — what it looks for beyond keywords, in plain English.
Why the ChatGPT rewrite didn't work — and why the fix isn't "more keywords" or "better prompts."
Bonus: an 8-question seller FAQ and a 15-term glossary — vocabulary is armor against being sold nonsense.
Who wrote this
I'm David Daddi. I've been selling on Amazon since 2013 — thirteen years of launches, listings, policy changes, and algorithm shifts, experienced from the seller's side of the dashboard. Before and alongside Amazon, I spent 25+ years in IT and enterprise architecture, and for nearly a decade I coached more than 2,500 Amazon sellers professionally.
When Amazon's own research made it clear that AI was becoming the new gatekeeper of product discovery, I studied the published research (COSMO, SPN) like an engineer and translated it into seller strategy like a coach. This guide is that translation — sources named, claims dated, nothing promised that nobody can honestly promise.
David Daddi — Founder, Keoxs AIO
A few things we'll always say plainly
- • Keoxs is not affiliated with, endorsed by, or connected to Amazon.com, Inc. "Alexa for Shopping" and "Amazon" are trademarks of Amazon.com, Inc.
- • COSMO and SPN describe Amazon's published research (SIGMOD 2024, WSDM 2025), not a public specification of its live algorithms.
- • This guide teaches you how the AI layer reads listings. It makes no ranking or sales guarantees — those depend on factors outside any tool's control.
- • One email delivers the PDF. You can unsubscribe with one click, anytime.
Get the guide — free
23 pages. Plain English. Sources named. No hype.