Where I started
Direct response, unit economics, and conversion fundamentals.
I started out in direct-response media buying, technical SEO, and paid performance between 2016 and 2020 (Fitness Matrix, then Beeda).
No safety nets.
When every dollar spent must return cash in hand within thirty days, vanity metrics die quickly. You stop obsessing over impressions. You care about margin, cash flow, and cost per acquired customer.
Traffic without purchase intent is a liability. It burns ad spend, skews retargeting pools, and tricks founders into celebrating empty dashboards. The theoretical model breaks down the second conversion friction creeps into the checkout flow. From what I've seen in real deployments, if the backend unit economics fail, fancy creative won't bail you out.
Mastering the full loop from raw ad creative and landing page architecture to backend CRM routing and unit margin economics.
