The Dual A Blog · Restaurant Revenue Intelligence

Field notes from the revenue layer.

Strategic industry analysis for corporate QSR decision-makers — unit economics, wallet load intelligence, stored value mechanics, loyalty design, and attribution. Every number sourced. Every claim tested against live operator stacks.

02Reports published
55+Sources cited
03In the pipeline
02 Aug 2026
Wallet IntelligenceNew

Why wallet load cadence predicts repeat visits.

The reload is the signal. The visit is the outcome. If the reload stops, the visit stops soon after.

Most QSR systems collect the float and never read the cadence. NBER research on 4M+ consumers shows prepayment roughly doubles visit frequency — and that the effect decays within 6–9 months unless someone is watching the reload pattern. This report explains how to read the strongest churn signal in your stack.

August 14, 2026 18 min read Strategic Analysis Read the report
01 Apr 2026
Unit Economics

Your expansion map is shrinking.

How margin erosion at the franchise unit level is quietly dismantling global QSR growth.

80% of franchisees reported lower earnings in 2024 while corporate expansion decks kept climbing. Third-party commissions inverting margins, loyalty infrastructure gaps, unrealized stored value, attribution blindness — the unit economics problem corporate has to fix before the growth story becomes a contraction story.

April 21, 2026 22 min read Strategic Analysis Read the report

In the pipeline.

Ships as we publish
Attribution

Rebuilding campaign attribution for a 16-location QSR.

The Societea teardown — from 0% reliable attribution to 70% in one quarter.

Case study12 min
Loyalty

Designing tiers that actually move redemption.

A tier structure that lifted active-member redemption to 45%. The math behind it.

Playbook11 min
Stored Value

Auto-reload economics: extending the prepayment window.

How scheduled reloads defeat the 6–9 month loyalty decay curve documented by NBER.

Playbook10 min
Start with the Enterprise Audit

Run these analyses on your franchise system.

Every number in these reports came out of patterns we surface in live operator stacks. If attribution blindness, broken loyalty math, unrealized stored value revenue, or unread wallet cadence describe your system, the audit is where corporate decision-makers start. 80+ signals, delivered as a measurable baseline, before platform commitment.

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