Revenue integrity
How Revinho defines revenue, growth, and attribution
A transparent methodology for deciding which system owns each fact—and what Revinho can responsibly conclude when the sources are connected.
Mucahit Tutuncu6 min readKnowledge hub
Clear thinking for growing a software business.
Practical guides to SaaS revenue, growth, and the evidence behind better decisions.
Start here
Featured guideMucahit Tutuncu6 min readDiagnose a change
4 guidesDiagnose a change
GA4 key events dropped to zero: what to check
Do not redesign the funnel from one zero. Compare commercial outcomes, sessions, raw events, key-event settings, and live tag delivery in that order.
Mucahit Tutuncu10 min readDiagnose a change
Organic clicks increased but key events stayed flat
More search clicks do not guarantee more meaningful actions. Trace the gap from the result page to the landing page and through the measured journey.
Mucahit Tutuncu10 min readDiagnose a change
MRR declined even though new customers increased
More new customers cannot offset lost recurring value when existing subscriptions churn, contract, or enter on lower-priced plans.
Mucahit Tutuncu5 min readDiagnose a change
Traffic increased but revenue declined: what to check
More traffic is not automatically better traffic. Diagnose the gap from source mix through key events to Stripe outcomes.
Mucahit Tutuncu5 min readRevenue integrity
3 guidesRevenue integrity
Why Stripe and GA4 revenue do not match
The totals usually differ because Stripe and GA4 record different facts—not because one dashboard has necessarily failed.
Mucahit Tutuncu5 min readRevenue integrity
How to connect GA4 and Stripe for useful SaaS revenue analysis
Use GA4 for visitor behavior and Stripe for financial truth—then connect them with an explicit confidence model.
Mucahit Tutuncu6 min readRevenue integrity
The SaaS metrics Stripe can answer—and the ones it cannot
Stripe is the source of truth for money, but useful SaaS decisions require precise definitions and context beyond billing.
Mucahit Tutuncu4 min readAcquisition integrity
2 guidesAcquisition integrity
Why Search Console clicks and GA4 sessions do not match
A Google Search click and a GA4 organic session describe different points in the journey, so equal totals are not the correct expectation.
Mucahit Tutuncu5 min readAcquisition integrity
How to find SaaS SEO opportunities with Search Console and GA4
Search Console shows demand. GA4 shows what happens after the click. Together they reveal which pages deserve work.
Mucahit Tutuncu4 min readFounder workflows
2 guidesFounder workflows
A 20-minute weekly SaaS performance review
Review outcomes first, investigate the largest change, and leave with one action—not a longer list of dashboards.
Mucahit Tutuncu5 min readFounder workflows
How to give your AI agents access to Google Analytics 4
You can wire an agent directly to Google’s Data API—or give it a clean, read-only Revinho connection in one step.
Mucahit Tutuncu8 min readFind the right guide for your question.
Start with revenue integrity to understand Stripe metrics, acquisition integrity to interpret GA4 traffic, or a diagnostic guide to investigate a change in your SaaS business.
These field guides connect growth, revenue, and organic demand without treating correlation as causation. Each explains the evidence to check and the limits of the conclusion, so you can decide what to investigate next.