LTV · Optimization
AOV · Frequency · Retention · X-Sell.
The LTV Formula
LTV = AOV x Frequency x Retention Probability x Cross-Sell Multiplier. Instead of chasing LTV as a vanity number, optimize each of the 4 variables individually. Every 1.2x improvement per variable compounds to a 2x LTV increase overall.
01
AOV
Variable 1
02
Frequency
Variable 2
03
Retention
Variable 3
Levers per Variable
- AOV: bundle logic, tier architecture, and cross-sell on the PDP
- Frequency: email sequence, subscription layer, and win-back
- Retention: welcome flow, VIP tier, and pause instead of cancel
- Cross-sell: post-purchase logic and recommendations engine
Example
A skincare DTC brand tripled LTV from 84 euros to 240 euros in 90 days. AOV 1.4x, frequency 1.3x, retention 1.2x, cross-sell 1.5x. Compounding lever effect.
What Does Not Work
LTV optimization through discount inflation. LTV optimization by improving only one variable. LTV optimization without cohort reporting (no validation). LTV is a multi-variable game, not a single-lever play.
„LTV optimization is a 4-variable game. Chase just one variable and you miss the whole game.”