The five Amazon seller analytics that actually move revenue
Vanity metrics are easy. Profit-moving metrics take a little more work. Here are the five.
Sessions, page views, even orders — most seller dashboards are crammed with metrics that feel important and move nothing. After working with hundreds of sellers, the same five numbers keep showing up on the dashboards of the ones that grow.
1. True margin (after every fee)
Not gross margin. Not contribution margin. The number you actually take home after FBA fees, ad spend, returns, refunds and storage. Most sellers are off by 4–8 points and don't know it.
2. Buy Box share by SKU
Headline Buy Box % is a vanity stat. Buy Box share for your top-20 SKUs, broken down by hour, is where the money lives.
A simplified view of what the system actually does behind the scenes.
3. Repeat-purchase rate
The cheapest customer is the one you already have. Track 60-day repeat rate per category — and double the ad spend on the categories where it's highest.
4. Stockout-driven loss
Forecast revenue lost to stockouts in the next 14 days. This is the single best argument for buying more inventory you can hand a CFO.
5. Return reason mix
'Wrong size' means listing. 'Damaged' means packaging. 'Not as described' means images. Returns aren't noise — they're the highest-signal feedback you'll ever get.
Vanity metrics are easy. Profit-moving metrics take a little more work. Here are the five.
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