Attribution
Example data — compare where credit lands depending on which touchpoint you count.
First-touch revenue
Credit given to whichever channel started the journey.
Cchat$96.00 1%
Last-touch revenue
Credit given to whichever channel closed the sale.
Ddirect$1,284.00 6%
Credit shift by channel
Positive means the channel gains credit when you count the last touch instead of the first.