Product · 8 KPIs
Product KPI Templates: 8 Metrics That Connect Product to Revenue in 2026
Product KPIs sit between engineering and revenue. They translate what the team builds into how customers behave, and they're the earliest signal of whether the product is on track to drive retention and expansion. The eight templates below focus on activation (how new users reach value), engagement (DAU/MAU, feature adoption), and outcomes (retention cohorts, product NPS). Each one is paired with a formula, a benchmark range from B2B SaaS, and a review cadence that matches how quickly user behavior shifts.
KPI #1 · Weekly
Activation Rate
Formula
(Users Reaching 'Aha' Action / New Signups) × 100
Benchmark Range
30–60% (B2B SaaS)
What good looks like
Above 40% on a clearly defined activation event.
What bad looks like
Below 20%. Onboarding is leaking users before they see value.
KPI #2 · Weekly
Day 7 Retention
Formula
(Users Returning on Day 7 / Cohort of New Users on Day 0) × 100
Benchmark Range
20–40%
What good looks like
Above 30% for B2B; above 20% for consumer SaaS.
What bad looks like
Below 10%. Product isn't sticky enough to justify acquisition spend.
KPI #3 · Weekly
DAU / MAU Ratio
Formula
(Daily Active Users / Monthly Active Users) × 100
Benchmark Range
20–50% (daily-use), 5–15% (occasional)
What good looks like
Above 30% for tools used in the daily workflow.
What bad looks like
Below 10% for a daily-use tool. Means users are visiting occasionally, not embedding.
KPI #4 · Monthly
Feature Adoption
Formula
(MAUs Using Feature / Total MAUs) × 100
Benchmark Range
50–80% on core features
What good looks like
Above 60% on the core features tied to the activation moment.
What bad looks like
Below 20% for a heavily marketed feature. Discovery or value problem.
KPI #5 · Quarterly
Product NPS
Formula
% Promoters − % Detractors on 'How likely are you to recommend the product?'
Benchmark Range
30–50
What good looks like
Above 30; above 50 is best in class.
What bad looks like
Below 0. More detractors than promoters; word-of-mouth headwinds.
KPI #6 · Weekly
Time to Activation
Formula
Median Time from Signup to First 'Aha' Action
Benchmark Range
<10 minutes (self-serve), <24 hours (guided)
What good looks like
Under 10 minutes for self-serve; under 1 day for guided onboarding.
What bad looks like
Multiple days. Most users never reach value.
KPI #7 · Monthly
Churn-Predicting Score
Formula
Output of model trained on usage patterns to predict 30-day churn risk
Benchmark Range
Validate via back-test
What good looks like
AUC > 0.75 against actual churn outcomes in back-testing.
What bad looks like
AUC < 0.6. Model is little better than chance; rebuild features or labels.
KPI #8 · Monthly
Customer Effort Score (CES)
Formula
Average response on 'How easy was it to accomplish your goal?' (1–7 scale)
Benchmark Range
5–6 (B2B SaaS)
What good looks like
5.5+ on key flows like onboarding, integration setup, and core jobs.
What bad looks like
Below 4. Friction is high enough to threaten adoption and retention.
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