I’m building an AI system to run my entire Amazon operation and I’m sharing ever
By Mansour Norouzi · February 10, 2026 · Curated by George's Blog
I’m building an AI system to run my entire Amazon operation and I’m sharing everything along the way.
Here’s what I mean.
I run a supplement brand on Amazon.
12 ASINs and Growing.
And like most sellers, I’m drowning in data, reports, and decisions that quietly eat hours every week.
So I started building Claude Skills, AI tools that handle specific parts of the business.
The goal is a full toolkit:
advertising, inventory, finances, promotions and all managed with less manual work and more AI doing the heavy lifting.
But I realized something early on:
Before you build a good AI tool, you need a rock-solid knowledge base behind it.
You can’t just tell AI “analyze my promotions.”
It needs to understand how Amazon promotions actually work - the fees, the stacking rules, the hidden traps.
So I started with promotions.
Why?
Because I discovered that stacking promotions was silently killing my margins.
A coupon here.
Subscribe & Save there.
A deal on top.
Suddenly a customer is getting 35–40% off without me ever intentionally approving that combination.
I started researching:
▪️Every promotion type Amazon offers
▪️How promotions stack
▪️What sellers can and can’t control
▪️Where the real margin traps live
Today, I’m sharing that knowledge base, a clear breakdown of how Amazon promotions actually work, what they cost, and how they stack.
Next up:
A Claude skill where you upload a few reports and it makes you a beautiful dashboard showing:
▪️What promotions you’re running
▪️How they impact revenue and margin(including promotion fees)
▪️Where stacking is happening
▪️What’s quietly eating your profit
This is post one.
I’ll be sharing the tools, the knowledge bases, and the lessons as I build them.
If you’re an Amazon seller dealing with the same chaos follow along.
This might save you some money.
👇 Link to the promotions breakdown in the comments.