The ROAS Capital Effect™: a loop that compounds spend into revenue
Attribution in, landing and ad sets out, ROAS holds then budget scales. Why the loop has a name.
An autonomous Startup Fabrik: how you actually test 1,000 verticals
Spawn, measure, kill. Parallel shots with a shared ROAS gate — not 1,000 identical exits.
Subject-matter experts should own the offer. The Effect owns the ads.
The scarce input is the domain expert. The loop is how that offer gets tested daily.
Agents that pay to run the loop: x402, propose, approve, right ad account
Paid propose. Human approve. PAUSED in the named ROAS Capital sandbox act_ — or it is theatre.
What ROAS Target Should You Hit Before Scaling Paid Media?
Why 2× is a floor, 3× is a scale signal, and vanity metrics kill budgets before unit economics do.
First-Party Attribution Without a SaaS Vendor
How to log multi-touch journeys on infrastructure you control — and feed retargeting without renting a black box.
Portfolio Marketing Mix Models: Why Owning the Stack Changes Everything
When you control spend and outcomes across dozens of entities, MMM stops being a consultant slide and becomes a weapon.
Multi-Touch Attribution Explained (Without Last-Click Theatre)
Organic assist, paid prospecting, brand search, direct — how to credit channels honestly when conversions are rare.
When Not to Hire a Growth Agency
Retainers, misaligned incentives, and the case for operator-led media when margins and signal quality matter.