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KPI tree · Midwest

Lumiere Prairie Gate Outlets — Saturday, July 11, 2026

Sales = Traffic × Conversion × AST · AST = AUS × UPT
Traffic
483
LY 475
+$74.96 to the gap
×
Conversion
16.36%
LY 16.63%
−$74.96 to the gap
×
AST
$55.82
LY $56.34
−$41.33 to the gap
=
Net sales
$4,409.48
LY $4,450.81
gap −$41.33
↳
AUS
$27.39
LY $27.31
+$13.45 to the gap
×
UPT
2.04
LY 2.06
−$54.78 to the gap
Traffic +$74.96, conversion −$74.96 and AST −$41.33 sum to −$41.33 — 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+$74.96
CONVERSION−$74.96
AST−$41.33
Sum = the sales gap−$41.33
Residual interaction$0.00
AST splits intoContribution to the gap
AUS+$13.45
UPT−$54.78
Sum = the AST contribution−$41.33
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.