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KPI tree · Midwest

Lumiere Prairie Gate Outlets — Thursday, July 16, 2026

Sales = Traffic × Conversion × AST · AST = AUS × UPT
Traffic
308
LY 293
+$141.33 to the gap
×
Conversion
16.56%
LY 16.72%
−$28.65 to the gap
×
AST
$55.88
LY $56.34
−$23.32 to the gap
=
Net sales
$2,850.09
LY $2,760.73
gap +$89.36
↳
AUS
$27.40
LY $28.17
−$78.13 to the gap
×
UPT
2.04
LY 2.00
+$54.81 to the gap
Traffic +$141.33, conversion −$28.65 and AST −$23.32 sum to +$89.36 — the sales gap, to the cent. Residual interaction $0.00. sequential (waterfall) attribution, fixed driver order traffic -> conversion -> AST; AST split AUS -> UPT

Driver contributions

DriverContribution to the gap
TRAFFIC+$141.33
CONVERSION−$28.65
AST−$23.32
Sum = the sales gap+$89.36
Residual interaction$0.00
AST splits intoContribution to the gap
AUS−$78.13
UPT+$54.81
Sum = the AST contribution−$23.32
Sequential attribution telescopes exactly, so the residual is zero by construction — it is computed and shown rather than assumed (BR-20). Both columns above are shown to the cent so that they sum to their own totals as printed.

What if — the calculator

Checking the calculator against the catalog…
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This calculator holds no formula. It is handed the catalog's own driver values and evaluates the catalog's own identity; it verifies that it reproduces the catalog's figure before it will let you touch a slider (BR-20).

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Colour tokens: gold = an input the business asserted · blue = a figure presented as given · green = calculated here. Dotted underline = hover for the formula.