# Monthly SaaS metrics review checklist > Review the business through consistent definitions, cohort maturity and decisions rather than isolated charts. Work through 10 checks, record evidence and owners, and save an editable copy. Source: https://saas-marketing.net/checklists/monthly-metrics-review/ Topic: SaaS Metrics and Analytics Type: checklist Published: 2026-09-17 Last updated: 2026-09-17 Publisher: SaaS Marketing (saas-marketing.net) License: CC BY 4.0. Quote or republish with attribution and a link to https://saas-marketing.net/checklists/monthly-metrics-review/ ## Short answer Monthly SaaS metrics review checklist helps a SaaS team review the business through consistent definitions, cohort maturity and decisions rather than isolated charts. Mark each check only after reviewing the evidence. Record unresolved items with an owner and next action; a completed checklist records the review, not a guarantee of business results. ## Key takeaways - Review the business through consistent definitions, cohort maturity and decisions rather than isolated charts. - Do not average away a segment problem that changes the business decision. - Record evidence and an accountable owner for each unresolved check. - The editable download includes status, owner and evidence columns. --- Review the business through consistent definitions, cohort maturity and decisions rather than isolated charts. For the wider context, see the [saas metrics hub](/saas-metrics/). ## Work through the checks **Monthly SaaS metrics review checklist** ## Save the evidence | Check | Status | Owner | Evidence and next action | | --- | --- | --- | --- | | Opening and closing recurring revenue reconcile | Not reviewed | | | | New and expansion revenue are separated | Not reviewed | | | | Churn and contraction use consistent treatment | Not reviewed | | | | Acquisition costs include agreed expenses | Not reviewed | | | | Lead and opportunity cohorts have matured | Not reviewed | | | | Segment differences are visible | Not reviewed | | | | Forecast assumptions are compared with actuals | Not reviewed | | | | One-time events are identified | Not reviewed | | | | Data-quality issues are recorded | Not reviewed | | | | Each material variance has a next action | Not reviewed | | | ## A situation to test A month with higher new revenue and higher churn can look healthy in the total while the retained base deteriorates. Use this example as a review prompt. Ask the owner to demonstrate the real behavior or show the underlying record. A screenshot of settings can help, but it does not replace testing the outcome the customer experiences. ## When to stop and fix the issue Do not average away a segment problem that changes the business decision. Prioritize failures that mislead customers, lose data, break the promised action or make measurement unreliable. Cosmetic improvements can be scheduled separately when they do not prevent the task from being completed. Record the reason for any accepted exception so the next reviewer does not mistake it for an overlooked problem. ## How to close the review Assign every unresolved item to a named person and a date. Keep the evidence close to the checklist, using links with appropriate access rather than copying sensitive records into a public document. After the fix, repeat the relevant check and record what changed. The final review should answer three questions: what passed, what remains uncertain, and what action follows. If a requirement does not apply, state why. A blanket tick against every row provides less value than a shorter list with specific evidence and a clear next step. ## Related resources - [How to Calculate CAC for SaaS](/guides/how-to-calculate-cac-for-saas/) - [CAC Payback Period](/guides/cac-payback-period/) - [How to Reduce CAC Payback Period](/playbooks/reduce-cac-payback-period/) - [LTV to CAC Ratio](/guides/ltv-cac-ratio/) - [How to Calculate LTV for SaaS](/guides/saas-customer-lifetime-value/) Browse more [checklists](/checklists/) or save the [resource index](/resources/). {/* expanded-practice-2026-09 */} ## Apply monthly saas metrics review checklist in a working review Treat each check as a request for evidence, not a box to tick from memory. Inspect the actual behavior or record, note the result and assign an owner to any failure. Distinguish a blocking issue from a deferred improvement. Keep the reason for an exception so a later reviewer can understand why the work proceeded. For this topic, involve the metric owner and the source-system owner and work from metric dictionary, source records and cohort definition. The relevant unit is a consistent account, user, event or revenue cohort. State the question the review should resolve before choosing a chart, an asset or a tool. If participants disagree about the unit or scope, resolve that disagreement before combining their evidence. ### Evidence to prepare Write the numerator, denominator, unit, period, source and exclusions before interpreting the number. Separate observed data from assumptions and forecasts. A metric can be calculated correctly while still answering the wrong business question. | Review field | What to record | | --- | --- | | Topic | Monthly SaaS metrics review checklist | | Decision | The specific action this explanation should help you choose | | Working evidence | metric dictionary, source records and cohort definition | | Unit and scope | a consistent account, user, event or revenue cohort | | Responsible people | metric owner and the source-system owner | | Remaining uncertainty | The missing fact that could change the decision | ### Two situations that can change the interpretation #### When NRR includes new customers A strong acquisition month cannot repair a weak retention metric by being added to its numerator. Use this check: Reconcile opening revenue with expansion, contraction and churn from the same accounts. Use consistent recurring-revenue definitions and currency treatment. The [focused diagnostic guide](/guides/nrr-includes-new-logo-revenue/) provides the correction process and a working evidence sheet. #### When payback uses revenue instead of gross profit Revenue payback and gross-profit payback can produce different answers and should not share an unqualified label. Use this check: Compare the formula with monthly gross contribution under consistent assumptions. A simple model still omits changing retention, expansion and cash timing unless explicitly added. The [focused diagnostic guide](/guides/cac-payback-ignores-gross-margin/) provides the correction process and a working evidence sheet. ### Record the decision and the limit Twenty activated accounts divided by eighty eligible accounts is 25%. Dividing the same twenty accounts by two hundred individual signups produces 10%, but it mixes units. Both inputs can be real while the second ratio is unsuitable for an account-activation claim. Keep the conclusion beside the evidence that supports it. Record what the team will do, who owns the next action and which event or date will trigger a review. If the underlying definition, audience or product behavior changes, revisit the conclusion rather than assuming the old result still applies. A clear limit is useful information; it tells the next reader where additional investigation is required. Use the [complete topic collection](/topics/saas-metrics/) for related methods and the [category field guides](/industries/) when the product's buying situation or implementation requirements change how the method should be applied. ## Frequently asked questions ### How should I use this checklist? Choose one campaign, page, process or account group. Review each check against actual evidence, record exceptions and assign follow-up work before marking the review complete. ### What should stop the work from proceeding? Do not average away a segment problem that changes the business decision. ### Does a completed checklist guarantee success? No. It records a structured review of known risks and requirements. Customer behavior, market conditions and facts outside the review can still change the outcome. ### Can I save the checklist? Use the download form for an editable CSV copy. Browser checkmarks are saved on this device where local storage is available; they are not shared with your team.