Which metrics do product teams use to measure success?
Which KPI should a PM use? A survey can show common choices, but it cannot choose the right metric for your product. The figures below describe reported use. The exercise helps you explain why a particular measure fits a particular decision.
Reviewed 2026-10-15 · Published-source research, not PMMockr user data.
These are dated snapshots, not a live feed.
Published figures and their limits
| Measure | Value | Period and population | Source and limitation |
|---|---|---|---|
| Satisfaction used to measure success | 38.1% | 2026 report Respondents to the success-metrics question | Product-Led Alliance and ProductPlan Reported metric use, not an exclusive primary KPI. Do not add categories to 100%. |
| Active usage used to measure success | 34.4% | 2026 report Respondents to the success-metrics question | Product-Led Alliance and ProductPlan Reported metric use, not an exclusive primary KPI. Do not add categories to 100%. |
| Product-influenced revenue used to measure success | 29.1% | 2026 report Respondents to the success-metrics question | Product-Led Alliance and ProductPlan Reported metric use, not an exclusive primary KPI. Do not add categories to 100%. |
Read the percentages as reported use
Product-Led Alliance’s public summary draws on its study with ProductPlan. The metric categories are not an exclusive ranking of one primary KPI per respondent. Do not add the percentages into a pie chart or assume the most common choice is the best choice for every business.
Start with a user outcome
Ask what success means for the person using the product. In a grocery app, placing an order is only part of the outcome: the order also needs to arrive correctly and on time. An increase in checkouts can hide delivery failures. Define the user result before selecting a convenient dashboard number.
Connect outcome, inputs and guardrails
For a grocery-delivery exercise, consider successfully fulfilled repeat orders as an outcome, checkout completion as an input, and cancellations or support complaints as guardrails. These are illustrative choices, not survey findings. Explain which decision each metric informs and where it could mislead you.
Practise the trade-off
Suppose a promotion raises order volume but also increases late deliveries. Explain whether you would extend it, change it or stop it, and what evidence you need. State your metric definitions, time window and affected cohorts. A good answer shows a decision process rather than a list of fashionable KPIs.
Sources and methodology
- Product management statistics from the 2026 survey
- Nearly 250 product professionals. Exact question-level denominators are not stated in the public summary. Results describe the sample, not every PM. Published 2026-05-01.
Download the research data
The downloads include values, sources, measurement periods, populations and limitations. They are a curated reference, not the publishers’ underlying respondent data. Link to the original study when citing a figure.
Put the context into a practice answer
Choose a case and explain your decision in your own words. Use the feedback to find one thing to improve.