Back to blog

Data

The metrics stack for telehealth operators

January 30, 2026·6 min read·RxFormulas Team

Most dashboards track marketing. Few track the operation.

Telehealth economics are decided by the interaction of acquisition, retention, and cost-to-serve. Watching any one alone produces confident, wrong decisions.

The four layers worth instrumenting

1. Acquisition efficiency CAC by channel and segment, plus 90-day retained CAC — the version that survives early churn.

2. Retention health Cohort retention curves, renewal save rates, and cancellation reason codes. A single blended churn number hides everything you need to know.

3. Cost-to-serve Fully loaded support, fulfillment-exception, and admin cost per active subscriber. This is the number that quietly decides your margin at scale — and the one most teams can't produce on demand.

4. Experience quality First-response time, resolution time, CSAT, and QA scores. Leading indicators: they move weeks before retention does.

One review, all four layers

The failure mode is four dashboards owned by four teams. Run a single monthly operating review where acquisition, retention, cost-to-serve, and experience appear on the same page — trade-offs become visible exactly where they're decided.

Make someone own each number

A metric without an owner is a screenshot. Every number in the review should have a name next to it and a target — whether that person sits in your team or your operating partner's.

Instrument these four layers and most strategy debates resolve themselves; the numbers usually already know.