Andrew Erickson · InventoryHero

Build a Q4 plan that survives being wrong.

Your forecast will be wrong.
Your calendar does not have to be.
InventoryHero
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About me

Andrew Erickson.

2015
Started
Selling on Amazon.
3x
Founder
Three 7-figure Amazon brands.
2x
Exits
Both sold.
Now
InventoryHero
Running my brands on AI agents.
InventoryHero
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Section 1 · The leg nobody plans for

Delivered is not sellable.

PathOff-peakPeak, Oct to Dec
FBA, delivered to FC → sellable3 to 7 days7 to 21 days, plan 14
AWD, delivered → received3 to 7 days5 to 10 days
AWD → FBA replenishment7 to 14 days10 to 14 days
AWD total, delivered → sellable at FBA~2 weeks~3 to 4 weeks

AWD is slower end to end, but you control when the clock starts. AWD is a lever. FBA direct is a bet.

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31,608 shipments · 40 sellers · Nov 2024 to Jun 2026

Q4 check-in takes three times as long.

Jan
7 days
Feb
7 days
Mar
6 days
Apr
5 days
May
6 days
Jun
5 days
Jul
6 days
Aug
4 days
Sep
7 days
Oct
11 days
Nov
8 days
Dec
12 days

Days from first check-in scan until 95% of a shipment's units are sellable, 95th percentile. Typical case is about one day all year. The tail is what breaks plans: August 4 days, December 12. At p99, December is 70.

InventoryHero
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Work back from these, not from the event

Three sellable-by dates.

EventWhen it runsSellable by
Prime Big Deal DaysEarly October 2026Sep 25, 2026
Black Friday & Cyber MondayNov 27 to Nov 30Nov 6, 2026
ChristmasDec 25Dec 4, 2026

Sellable means checked in and buyable, not shipped, not delivered. Every date on this slide already has the check-in leg baked in.

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Section 2 · The chain

Sellable is 88 days after the PO. Or 118.

LegDaysRunning total
Production30 or 6030 / 60
Cargo ready to vessel departs737 / 67
On the water3067 / 97
Port, drayage, FC door774 / 104
Delivered to sellable, peak check-in1488 / 118

Nothing here is aggressive. This is the good version, with no delays.

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Black Friday 2026, worked backward

Today is August 27.

MilestoneDateStatus
Sellable at FBANov 6, 2026
Delivered to FCOct 23, 2026
Out of portOct 20, 2026
Vessel arrivesOct 16, 2026
Vessel departs ChinaSep 16, 20263 weeks out
Cargo readySep 9, 20262 weeks out
PO placed, 30-day productionAug 10, 202617 days ago
PO placed, 60-day productionJul 11, 202647 days ago

If you are planning Black Friday inventory today, the plan is already wrong, and no amount of forecasting fixes it. Everything left is triage, not a plan.

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Section 3 · Chinese New Year, February 6, 2027

The holiday is a week. The blackout is six.

Mid-January · factories wind down
↓
February 6 · lines stop
↓
Late February · slow, error-prone ramp
↓
Mid-March · full capacity
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Backward from the blackout

Your Q1 PO is due this quarter.

Production timeSafe PO dateCargo ready
60 daysNov 10, 2026Jan 9, 2027
30 daysDec 10, 2026Jan 9, 2027

The last realistic cargo-ready date is about January 22. Ports are jammed for two weeks before that, so aim for January 9 and keep the difference as buffer.

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What that means for coverage

Your Q4 order was never a Q4 order.

Hit the window
Cargo ready Jan 9
→
Sellable in the US around March 20, 2027
Miss it
Factory restarts mid-March
→
Sellable around May 23, 2027

Whatever you have on hand at New Year has to carry you to late March. Miss the pre-CNY window and it has to carry you to late May.

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Section 4 · When the calendar is already lost

Two numbers decide everything.

  • 1Days of cover. Units on hand divided by daily velocity.
  • 2Days to resupply. Days until your next shipment is sellable, not shipped.

If cover is less than resupply, you are going to zero. Slow down now, on purpose.

InventoryHero
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The throttle calculator

Cut ads, or raise price.

Target velocity  = on hand / days to resupply
Slowdown needed  = 1 - (target / current)
PPC cut needed   = slowdown / PPC share
On hand400 units
Selling12 per day
Cover33 days
Next shipment sellable60 days
Target velocity6.7 per day
Slowdown needed44%
PPC drives50% of units
PPC cut needed89%

Above 100% and ads alone cannot save it, so you raise price too. Here 89% leaves no headroom: cut bids hard and raise price.

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Thanks for having me

Everything from this talk, free.

  • 1The PPC throttle skill file. It runs the math on slide 12 for you.
  • 2This entire slide deck, dates and all.
  • 3Build your Q1 reverse calendar today, on a free trial.
Scan to get the talk resources at inventoryhero.ai/ecomcy
SCAN & DROP YOUR EMAIL
inventoryhero.ai/ecomcy
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