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KPI tree · Midwest

Lumiere Northgate Pavilion — Monday, July 13, 2026

Sales = Traffic × Conversion × AST · AST = AUS × UPT
Traffic
246
LY 272
−$415.95 to the gap
×
Conversion
17.89%
LY 18.38%
−$106.23 to the gap
×
AST
$86.67
LY $87.03
−$15.61 to the gap
=
Net sales
$3,813.68
LY $4,351.47
gap −$537.79
↳
AUS
$37.39
LY $37.51
−$12.62 to the gap
×
UPT
2.32
LY 2.32
−$2.99 to the gap
Traffic −$415.95, conversion −$106.23 and AST −$15.61 sum to −$537.79 — 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−$415.95
CONVERSION−$106.23
AST−$15.61
Sum = the sales gap−$537.79
Residual interaction$0.00
AST splits intoContribution to the gap
AUS−$12.62
UPT−$2.99
Sum = the AST contribution−$15.61
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.