All frameworks and cheat sheets

Reference table

What a change in channel orders could mean

Table of four channel order signals, such as orders up 20% or a regional spike, each with a demand reading and an equally likely stocking reading.
No amount of extra order history settles these. The person who placed the order can.

A table of four common readings of channel order data and the equally plausible explanation behind each: rising orders that may be restocking, a collapse that may be a forward buy working through, a steady cadence that may be a fixed order quantity, and a regional spike that may be one dealer buying ahead of a price rise. Use it before you present order trends as customer demand. The way to tell them apart is to ask end customers, which Koji does at scale with AI-moderated interviews.

Where this appears

What's in this reference table

What you observeWhat it could beWhat it could equally be
Orders up 20%Customer demand risingPartner rebuilding stock after a drawdown
Orders collapseCustomers defectingPartner working through a forward buy
Steady reorder cadenceReliable demandEconomic order quantity, unchanged for years
Regional order spikeLocal popularityOne dealer anticipating a price increase

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<a href="https://www.koji.so/visuals/channel-order-signals-ambiguous-readings-table"><img src="https://www.koji.so/visuals/channel-order-signals-ambiguous-readings-table/channel-order-signals-ambiguous-readings-table.png" alt="Table of four channel order signals, such as orders up 20% or a regional spike, each with a demand reading and an equally likely stocking reading." width="1200" height="719" /></a>
<p>Source: <a href="https://www.koji.so/visuals/channel-order-signals-ambiguous-readings-table">What a change in channel orders could mean</a>, Koji</p>