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Case Studies

Real sellers. Real numbers. AI agents that paid for themselves.

Four FBA operators put Propamp AI and an AI agent on their hardest problems — here's exactly what changed.

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0x
faster supply planning
0 min
Prime Day memo
0.0%
tACoS after ad test
0 days
zero sales surfaced

As featured in

  • Forbes
  • Tech Times
  • The AI Journal
  • Brainz

Proof, not promises

Four operators. Four hard problems. Four measurable wins.

Each card leads with the headline outcome — tap through for the full story.

Supply chain

$3,000/mo → $147/mo · 20x faster

Supply Planning

16-marketplace Prime Day supply plan in half a day.

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Inventory

3 SKUs · 10 minutes

Stockouts

Avoided stockout and overstock around Prime Day.

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Advertising

$5,300 → $10,700/wk

External Ads

A "failing" 74% ACoS test that actually won — tACoS 14.0% → 10.7%.

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MCP agent

30 days → minutes

Amazon Bug

Opus caught an Amazon bug that quietly killed a listing.

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What they share

One mechanism behind every win

Every one starts with an agent reading live Seller Central and logistics data through the MCP server.

AI agent

Reads your live data

MCP server

Seller Central + logistics

Every win is an AI agent reasoning over live Seller Central and logistics data through the MCP server — not a dashboard, a teammate. The results came from reading what was already there, faster than any human could.

How the agent connects

Ready when you are

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Connect your Amazon account and put the same agent loop on your hardest problem. 2 weeks free, no credit card.

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