Appendix C

SOURCES

Every external source, by chapter. Web sources were read in September 2026.

Front and chapter 2: journeys and maps

Chapters 3 to 5: stages, cohorts and time

Chapters 6 and 7: touches and the backstage

Chapter 8: what the data can’t see

Chapter 9: peaks, ends and effort

Chapters 10 to 12: owners, ranking and cases

If this is your store

See where your first-time buyers stall.

The free Klaviyo audit reads your own account and scores it. Start with your store’s address. A read-only key gets the full report.

Get the free audit →

Written by Andrew Lauchner, a growth and retention operator for consumer brands. The paid work is one ninety-day Sprint.

This is one chapter of The Journey Map, which is free and readable in full on a single page with no form in front of it.