A standard, not a product
Real estate has cap rates. Equities have the P/E ratio. Credit has the debt rating. Retail brands have never had an equivalent — until now. RBSI gives leasing directors, investors, lenders, and brands themselves a common structure for a decision worth hundreds of millions of dollars.
Why it exists
A leasing director, a PE analyst, a lender, and a brand's own leadership team can evaluate the same brand and reach four structurally incomparable conclusions — not because they hold different information, but because no shared framework exists for organising it. Signal abundance, institutional capital, and a market that no longer requires physical presence to matter have made that gap untenable.
"We liked the brand" is no longer sufficient due diligence for a fund with LP obligations.
The architecture
Every brand evaluated under RBSI is read across thirteen analytical layers — from foundational brand fundamentals through to the framework's most distinctive layer, which reads whether a brand earns genuine consumer belonging or simply transacts.
Brand Fundamentals, Customer & Market Fit, Commercial Performance, and Physical Market Positioning — is the brand structurally sound, and does its model hold up across its own footprint?
Experience & Innovation, Lifecycle Stage, Geographic Footprint, Founders & Leadership, Sustainability, and Supply Chain Resilience — where is the brand headed, and what is it built on?
Seven discrete, acute risk conditions — sanctions exposure, product legality, IP disputes, default history, price-position coherence, public controversy, and regulatory standing.
The framework's most distinctive layer: does the brand earn genuine consumer belonging, or does it just transact? No comparable measure exists in conventional brand equity methodology.
Built for every seat at the table
RBSI does not make decisions on anyone's behalf. It gives every party in a retail brand transaction the same structured intelligence, applied to the question each of them is actually asking.
Use the Temperature system as a proactive sourcing engine, surfacing brands whose signals are converging toward market activity before they approach an operator.
Use the Cultural Bond layer and the framework's signal-inferred readings as a proxy for intangible brand value — including private brands that traditional equity frameworks structurally exclude.
Use a verified RBSI profile as an external structural mirror, and as a negotiating instrument with operators and investors.
Use RBSI outputs as reproducible, citable data points, traceable to defined, sourced inputs — not a black box.
Use lifecycle stage and Temperature to match brand readiness to deal structure — pop-up, concession, or long-term anchor.
Use supply chain and operational-capability readings to assess whether a brand's infrastructure supports franchise deployment.
Governance
RBSI is published under CC BY-SA 4.0 — a deliberate choice that keeps the standard usable by anyone while preventing a proprietary fork from fragmenting it. The framework is reviewed annually, with every change publicly logged: what changed, why, and what evidence prompted it.
Read about governanceSignal, not opinion
Every output is accompanied by a confidence envelope — evidence count, source reliability, freshness, and volatility. RBSI never presents a reading without the confidence behind it.
Read the methodology