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KPI tree · Southwest

Lumiere Desert Bloom Galleria — Saturday, July 11, 2026

Sales = Traffic × Conversion × AST · AST = AUS × UPT
Traffic
758
LY 821
−$855.28 to the gap
×
Conversion
18.47%
LY 18.88%
−$223.35 to the gap
×
AST
$71.78
LY $71.91
−$17.64 to the gap
=
Net sales
$10,049.55
LY $11,145.82
gap −$1,096.27
↳
AUS
$29.21
LY $30.12
−$304.13 to the gap
×
UPT
2.46
LY 2.39
+$286.49 to the gap
Traffic −$855.28, conversion −$223.35 and AST −$17.64 sum to −$1,096.27 — 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−$855.28
CONVERSION−$223.35
AST−$17.64
Sum = the sales gap−$1,096.27
Residual interaction$0.00
AST splits intoContribution to the gap
AUS−$304.13
UPT+$286.49
Sum = the AST contribution−$17.64
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.