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KPI tree · Southwest

Lumiere Santa Rosa Plaza — Thursday, July 16, 2026

Sales = Traffic × Conversion × AST · AST = AUS × UPT
Traffic
133
LY 138
−$73.21 to the gap
×
Conversion
18.05%
LY 18.12%
−$7.61 to the gap
×
AST
$81.76
LY $80.82
+$22.62 to the gap
=
Net sales
$1,962.30
LY $2,020.50
gap −$58.20
↳
AUS
$28.03
LY $28.06
−$2.05 to the gap
×
UPT
2.92
LY 2.88
+$24.67 to the gap
Traffic −$73.21, conversion −$7.61 and AST +$22.62 sum to −$58.20 — 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−$73.21
CONVERSION−$7.61
AST+$22.62
Sum = the sales gap−$58.20
Residual interaction$0.00
AST splits intoContribution to the gap
AUS−$2.05
UPT+$24.67
Sum = the AST contribution+$22.62
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.