slow-down SKUs
0
1-3 weeks of stock left
3 SKUs were days from selling out mid-Prime Day. We caught it in 10 minutes
Claude Code, connected to live Amazon and logistics data through the MCP server, flagged every at-risk and overstocked SKU before Prime Day.
2 weeks free · no credit card
0
slow-down SKUs with 1-3 weeks left
0
overstocked SKUs to slow down
0
zero-sales FR SKUs to investigate
0 min
agent memo, not a week of review
What the agent found
The risk was not one SKU. It was a mixed inventory map.
Three SKUs were close to stockout, seven were overstocked, and two needed investigation after zero France sales for 30 days.
overstocked
0
capital tied up before Prime Day
investigate
0
zero FR sales for 30 days
marketplaces
0
The whole finding surfaced in a ~10-minute agent memo instead of a manual pre-Prime-Day catalog review.
Data on the platform
The agent did not need new data.
Every SCM signal already lived in PROPAMP AI: FBA, AWD, 3PL, supplier, and marketplace-level sales movement.
FBA
sellable stock
AWD
reserve stock
3PL
transferable units
Supplier
incoming coverage
Best-in-class MCP
Months of data came back in a few requests.
Built for serious data volumes, so the agent reasons over the catalog instead of one SKU at a time.
Few requests. Full context. Minimal token usage.
The MCP connection let Claude Code pull months of Amazon and logistics history in 1-2 minutes, then reason over the whole risk surface.
Months of data
read in a few requests
1-2 minutes
to retrieve the context
Minimal tokens
for serious data volumes
The agent's read
The memo ended with the next action.
Agent memo
“Some SKUs aren't going to have enough stock for Prime Day on certain markets... Want me to write the PPC adjustments?”
- 1Ask inventory risk
- 2Read MCP context
- 3Draft PPC adjustment
What changed
The slow-down SKUs did not run out mid-event.
Without the catch, the seller would have lost search rank on the SKUs nearest stockout while leaving overstock capital untouched.
Slow-down SKUs
stock rebalanced
Was rank loss
caught early
Overstock
PPC adjusted
Was dead capital
7 SKUs flagged
Outcome proof
1-3 wks
stock left
~10 min
memo
0markets
markets
No rank loss, no dead overstock capital.
The operator had time to rebalance inventory and adjust advertising before Prime Day demand exposed the risk.
First-hand
BRANDCUBE
Startup Amazon seller
3 SKUs caught · ~10 minutes
“Three SKUs were days from selling out mid-Prime Day while seven others were overstocked. Propamp’s agent surfaced the whole risk map in about ten minutes — before we lost rank or tied up more cash.”
Your move
Start your free PROPAMP AI trial.
Connect your inventory data and let an agent find the stockout and overstock risks before your next peak event.
AgentMCPSeller Central