How to build a unit economics dashboard
A unit economics dashboard answers whether growth is profitable at the customer level. It brings CAC, LTV, and their ratios together so acquisition cost is always seen against customer value.
The discipline is consistency of inputs. If LTV uses revenue in one place and gross margin in another, the ratios do not tie out. A good dashboard builds every metric from one source of truth.
- CAC, LTV, ratio, payback The core set
- Gross margin based Honest inputs
- By cohort See the trend
Short answer
Build a unit economics dashboard around the core ratios: CAC, LTV, LTV to CAC, CAC payback period, and gross margin, all built on gross margin and honest churn. Show them by segment and cohort with trends, so you see whether the economics of new customers are improving or deteriorating over time.
Step by step
Show CAC and LTV together
Put fully loaded CAC and gross-margin LTV side by side, so cost is always seen against value. Build both from the same source.
Add the ratios
Include LTV to CAC (target around 3 to 1) and CAC payback period (target under 12 months for SaaS). These are the headline health signals.
Include gross margin
Show gross margin, since it underpins LTV, payback, and every profit-based metric. A margin shift moves the whole dashboard.
Segment and trend by cohort
Break every metric out by segment and acquisition cohort, so you see whether newer customers have better or worse economics than older ones.
Common mistakes
Mixing definitions so the ratios do not reconcile, using revenue LTV with fully loaded CAC, for example. Build every metric from one consistent source on gross margin and real churn.
Showing only blended numbers. A healthy blended LTV to CAC can hide a segment with terrible economics. Segment and trend by cohort to catch deterioration early.
How Ardovo handles it
Ardovo derives CAC, LTV, the ratios, and payback from one source of truth, so they tie out and cannot be gamed by mixing definitions. Rook shows how each moved, whether CAC rose, churn worsened, or margin shifted, by segment and cohort.
Frequently asked questions
What belongs on a unit economics dashboard?
Fully loaded CAC, gross-margin LTV, LTV to CAC ratio, CAC payback period, and gross margin, all segmented and trended by cohort. Show cost against value so acquisition is always judged in context.
Why build unit economics on gross margin?
Because revenue-based LTV and payback overstate returns by ignoring the cost to serve. Building LTV and payback on gross margin, with honest churn, gives decision-grade numbers whose ratios actually reflect profitability.
Why segment unit economics by cohort?
Because a healthy blended number can hide a segment or recent cohort with poor economics. Trending CAC, LTV, and payback by cohort reveals whether the economics of new customers are improving or deteriorating.