GROSSPATTERN / DETERMINISTIC INSIGHT

Growth, margins, and cash generation improved together

WILLIAMS SONOMA INC · Quality Expansion · effective Aug 2, 2026

EVIDENCE CONFIDENCE100%3 independent groups · 103 governed parents

LIFECYCLEDETECTED

HISTORICAL100th pct

PEER DIVERGENCE—

PERSISTENCE1 periods

CURRENTNESSCURRENT/MATCH

VALUE GATEEXCEPTIONAL

Why this matched

Inspectable conditions

Each condition comes from governed filing metrics. Context does not assert causality or predict price.

Dimension	Recent direction	Multi-period	Magnitude	Historical percentile
Growth	IMPROVING	IMPROVING	3.9870	44.444
Margin	IMPROVING	IMPROVING	4.5632	80.000
Cash Generation	IMPROVING	IMPROVING	12.1381	100.000

Method and lineage

DEFINITION[email protected][email protected]

EVIDENCE3 independent / 103 parentsRights, quality, lineage, currentness, and publication gates passed.

PROFILEGeneral CorporateProfile-specific interpretation.