The problem was never the fix. It was finding the problem. Yesterday: An agent f
By Brett Bohannon · April 21, 2026 · Curated by George's Blog
The problem was never the fix. It was finding the problem.
Yesterday: An agent flagged 3 catalog issues and a hero SKU losing rank — all before I opened a browser.
Today: Asked to dig into the ad data behind the degrading SKU. 30 seconds later I had the campaign breakdown, the culprit identified, and a recommendation in hand.
No dashboard. No exports. No tabs.
Just a conversation.
This is what happens when your data, your agents, and your tools live in the same place.
The unlock isn't day one. It's not week one.
It's week three, four, five — when the compounding kicks in. The agent has been watching your catalog for weeks. It knows what's normal, what's drifting, what correlates. It surfaces patterns you'd never catch manually. Problems surface themselves.
Answers come with context.
Fixes take minutes, not days.
7-8 years ago, everyone wanted out of Amazon dashboards.
Now the wave is flipping. The next layer isn't another dashboard — it's a layer that sits above the data, understands your business, and talks back.