What should a solo founder measure after launch?
Measure whether suitable customers reach a useful first result and return when the task occurs again. Define activation around that result, rather than account creation alone. Interpret return use against the natural frequency of the job: a monthly reporting tool and a daily writing utility should not share an arbitrary daily-use target.
How do you investigate weak activation?
Follow the path from promise to signup, input, result, and next step. For a fictional brief checker, activation might mean reviewing a missing-information checklist from a real permitted brief. Record failures separately: confusing file requirements, an error during processing, or an output that does not help. Use a safe sample walkthrough and the onboarding content guide to answer recurring questions where they arise.
How can one person handle support and retention?
Publish a realistic support channel and expected response window. Group questions by the underlying task, keep an issue log, and turn repeated explanations into accurate help content. When a customer leaves, invite optional feedback and record whether the problem involved fit, reliability, price, or a completed need. Avoid claiming that every cancellation can be prevented. Review promises and capacity before expanding the customer base.
When should you invest more in acquisition?
Look for evidence that customers can get value without repeated rescue and that you can support additional use. Review cohorts with their signup period, task frequency, and sample size visible. Small cohorts can suggest a problem but rarely justify precise performance claims. Connect acquisition sources to observed outcomes using the attribution guide. Adjust the pricing model if heavy support or variable usage makes the current offer difficult to sustain.
How should a micro SaaS founder review churn with few customers?
Start with the count, cohort, period, and natural task frequency. If two of twenty paying customers present at the start cancel, that period’s customer churn is 10%; the sample is small and the reasons still need investigation. Separate cancellations, payment failures, completed short-term needs, and customers who never reached the first useful result. Avoid importing a universal churn benchmark into a different kind of product.
For onboarding, observe one fresh account completing the intended task and note where help was needed. Review optional exit feedback without making cancellation difficult. Connect the findings to one product or explanation change, then follow the next appropriate cohort. The metrics guide defines the denominators and recurring-revenue calculation.