[ UNOFFICIAL ] Independent proposal by ImperiumGroup · Not affiliated with, endorsed by, or commissioned by Express, Inc. or WHP Global · Read the disclosure
Appendix A

METHODOLOGY &
SOURCING STANDARD

Every number on this site is labeled by how it was built. This page is the key: what "sourced," "modeled," and "directional" mean, and a full ledger of every figure used in the proposal.

Framework

THREE CONFIDENCE TIERS

Retail strategy decks routinely present estimates with false precision. We'd rather a reader trust the ones we're confident in than distrust the whole document. Every figure across this proposal carries one of three tags.

SOURCED

Drawn from public data

Tied to a named, checkable public source — a filing, published industry report, or comparable company's disclosed results. Cited inline where used.

MODELED

Built from public benchmarks

Calculated by applying general, publicly available industry benchmarks (e.g., fixture efficiency ratings, published conversion-rate studies) to Express's approximate footprint. Not derived from Express's actual internal data — flagged as such at point of use.

DIRECTIONAL

Reasoned estimate

An informed judgment call where no clean public benchmark exists. Presented as a hypothesis worth testing in the micro-pilot, not a number to bank on.

Full Disclosure

THE FIGURE LEDGER

Every quantitative claim used across the proposal, in one place, with its tier and basis.

Figure Used In Tier
20–30% reduction in lighting-related utility spend Basis: published LED-vs-fluorescent fixture efficiency ratings applied to a typical specialty-retail floor plan. Ch. 01 — Atmospheric CapEx MODELED
10–18% reduction in checkout-line cart abandonment Basis: general retail-operations literature on return/sale checkout decoupling; no Express-specific traffic data available. Ch. 03 — Conversion Logistics DIRECTIONAL
Fast-fashion rapid-cycle production reduces dead-stock markdown exposure Basis: widely reported industry pattern across multiple fast-fashion operators' public disclosures. Ch. 02 — Inventory Velocity MODELED
Store-atmosphere-and-assortment turnarounds have preceded valuation recoveries at comparable specialty apparel retailers Basis: publicly reported financial performance at named comparable retailers following disclosed strategy shifts. Ch. 02 — Market Validation MODELED
A&F brand comp sales +23% (FY2023); 2024 remodels drove 20–30% sales-density lift Basis: S&P Global Ratings commentary via Retail Dive; industry remodel analysis. Named, checkable sources. Precedents — Abercrombie & Fitch SOURCED
Zara/Inditex 2–3 week design-to-store cycle; ~15% markdown rate vs. ~30–35% industry norm Basis: widely reported industry figures, originating from Harvard Business Review analysis, cross-cited across multiple secondary sources. Precedents — Inditex / Zara SOURCED
Express Ch. 11 filing (Apr 22, 2024); Phoenix Retail JV acquisition (~$174M, ~450 stores retained) Basis: SEC 8-K filing; CNBC, Bloomberg, Retail Dive, Retail TouchPoints reporting. Precedents — Express's Own Record SOURCED
Read the Full Precedents
Standards

EDITORIAL PRINCIPLES

Back to the Proposal