Platform background
Hands-on paid search at Google and discovery advertising at Reddit — the systems, not just the dashboards
Founder experience. See About for detail.
What a diagnostic surfaces
Where the ad, the page, and the tracked outcome stop agreeing — the gaps that quietly teach the platform the wrong thing
Illustrative of the diagnostic's scope, not a client result
How we report
Every number is tied to a metric definition, a date range, and how it was measured. No vanity figures presented as proof.
Reporting standard applied to all engagements