Reports, playbooks and notes from the field.
What we learn operating growth engines for DTC and hospitality brands. Reports below are gated. Everything else is open.
In-depth research
Unlock every Loiale report.
One email, all reports. We publish 4–6 per year based on the work we do with operators.
GatedThe First-Party Data Playbook
First-party data strategy for DTC brands: a 90-day plan to rebuild the data layer. Event model, identity resolution, warehouse activation, and the seven mistakes that keep operators stuck for years.
GatedLoyalty That Actually Captures
Loyalty program design for DTC brands: why points-per-euro leaks margin, four archetypes that actually retain (tiered access, member pricing, progress-based, hybrid retail), and how to pick one.
GatedThe DTC Growth Report 2026
Retention marketing benchmarks from 68 DTC brands ($5M–$100M). The seven operating patterns that separate compounding brands from those refinancing paid media, with thresholds and headcount data.
Field notes
SYSTEMSAug 4, 2026Agentic customer experience: one decision layer for the whole customer
Most customer experience automation automates sending, not deciding. The agentic version puts one decision layer across lifecycle, loyalty, retail and service, and runs it through the tools a DTC brand already owns.
SYSTEMSAug 3, 2026Agentic CRM: turning your existing stack into a decision engine
Agentic CRM is not another tool. It is seven layers (signals, diagnosis, decision, execution, experimentation, learning and human judgment) that turn a DTC brand's existing stack into a system that decides the next best action per customer.
ANALYTICSJul 28, 2026Why your LTV number is wrong (and how to fix it)
Customer LTV calculation for DTC brands: why the AOV × frequency × margin formula is wrong, the five failure modes we see in every audit, and a defensible framework at 90/180/365 days.
PLAYBOOKJul 22, 2026The 30-day first engine
How to launch a retention program in 30 days: the audit, the first flow, the holdout, and the trap of confusing discovery with delivery. What actually ships when Loiale onboards a DTC brand.
PERSPECTIVEJul 15, 2026Stop calling it CRM. It is a growth engine.
CRM vs retention engine: why the 1998 category name caps every DTC brand that still uses it. The five moves: rename, reporting line, warehouse-first tooling, hypothesis discipline, P&L.