Amazon AI agents: setup guides and playbooks

Compares the week with last week and last year, names what moved and why, flags stock and listing risks, and ends on the decisions to make.

Every morning it reads yesterday against the same day last week, flags what moved more than usual in sales, ads, stock and listings, and says what to look at first.

Designs the daily sales, ad and profit tables per product with you, then maps them to a Nova export link that Google Sheets reads every few hours.

Builds a client's weekly deck from live data, one finding per slide with its comparison, and closes with three actions for the coming week.

Ranks the products that lost the sales, checks traffic, conversion, price, ads and stock, and names the likeliest cause to check.

Lists the products that lose money once fees, product cost and ads are counted, says what drives each loss, and what to change.

Reads discount, deal fees, ads and profit per product, compares them with the weeks around the deal, and tells you which to repeat.

Sets the order and cash P&L side by side, explains the gap line by line, and shows what each settlement pays.

Finds the products you sell with no cost, matches your cost file to the right SKUs, previews the import, and loads it only after you approve.

Lists the search terms that spent without a sale, checks spend against break-even ACOS, and gives you the negatives to add.

Finds where you lose share, names the weak funnel step and checks whether your ads cover those queries.

Finds the queries that convert in broad, phrase and auto targeting, drops the ones already in exact, and gives each a starting bid below break-even.

Splits each product's sales into organic and sponsored, tracks the organic share week by week, and flags where ads only replace sales you already win.

Ranks what runs out first, checks what is inbound, reads the margin behind each product and gives you the units to order.

Lists the products that lost it, shows who holds it at what price, and ranks them by what the loss costs.

Finds removed, suppressed and not buyable listings, ranks them by sales at risk, reads Amazon's issue and previews the content fix for you to confirm.

Dates each product's run-out from stock, inbound, velocity and last year's season, and alerts you only when an order placed today would arrive too late.

Reads Amazon's purchase orders, your confirmation and fill rates, what is past due, and what must ship this month.

Reads Amazon's payments, the deductions on them by family, the invoices Amazon short-paid, and which ones you can still dispute.

A weekly account review: sell-in against sell-out, what Amazon should be ordering, past due purchase orders, deductions and what to raise with your vendor manager.