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KPI tree · Northeast

Lumiere Liberty Wharf Outlets — Monday, July 13, 2026

Sales = Traffic × Conversion × AST · AST = AUS × UPT
Traffic
247
LY 258
−$146.72 to the gap
×
Conversion
15.79%
LY 15.89%
−$21.14 to the gap
×
AST
$82.68
LY $83.93
−$48.72 to the gap
=
Net sales
$3,224.63
LY $3,441.21
gap −$216.58
↳
AUS
$29.58
LY $30.19
−$65.31 to the gap
×
UPT
2.79
LY 2.78
+$16.59 to the gap
Traffic −$146.72, conversion −$21.14 and AST −$48.72 sum to −$216.58 — 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−$146.72
CONVERSION−$21.14
AST−$48.72
Sum = the sales gap−$216.58
Residual interaction$0.00
AST splits intoContribution to the gap
AUS−$65.31
UPT+$16.59
Sum = the AST contribution−$48.72
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.