Your AI Found an 'Insight.' It's Probably Wrong.
AI is great at finding an insight in your data. It's bad at finding the real one. Here's the failure mode that quietly ruins whole creative batches, and how to guardrail it.
I've spent years buying traffic, building funnels, testing creative, and figuring out what makes businesses grow.
This is where I share what I've learned along the way. The wins, the expensive mistakes, the experiments, and the occasional unpopular opinion.
Marketing, business, AI, and everything in between.

AI is great at finding an insight in your data. It's bad at finding the real one. Here's the failure mode that quietly ruins whole creative batches, and how to guardrail it.

The highest-leverage way to use AI in marketing isn't writing ads. It's mining customer data for the angle. Here's how to make AI find the ones you're missing.

AI made high-volume creative easy. It also made slop easy. Here's how to produce 100+ ads a week that are actually worth testing, without drowning.

Most people bolt AI onto their marketing with a few prompts. I built it into the operation itself: a system of specialized agents that runs on a schedule.

The best cold-traffic creative doesn't look like an ad. Here's how native static images paired with long-form direct response scaled past $1M on Meta.

Platform ROAS tells you what Meta claims credit for, not what your ads actually caused. Here's the holdout test I used to prove more spend created real new revenue.

Cost cap gives you control over marginal spend, if it doesn't choke delivery first. Here's the staged playbook I used to move six figures a day to cost cap.

Most CRO advice has you testing button colors while your funnel leaks. Here's the order that actually moves revenue: message match first, cosmetics last.

A science-backed way to lift conversions without touching your copy, offer, or ads. How the Power of Affinity added 13% on a low-ticket funnel.

Three mistakes inside the VSL that quietly tank conversions: making it all about you, stripping out emotion, and ignoring a brutal play and engagement rate.

Three mistakes that have nothing to do with your VSL but wreck your cost per booked call: low-intent traffic, a busy landing page, and no retargeting.

How a copy rewrite let a client raise their order bump price from $27 to $37 (a 37% increase) while keeping conversion at a healthy 30%.

A one-minute technique that handled the price objection on a subscription offer and boosted sales. The cup-of-coffee method, explained.

The 4 U's formula for writing headlines that stop your prospect cold. Unique, Useful, Ultra-specific, Urgent, with real examples and a scoring method.

The exact 3-step process to know your market at an intimate level and craft messaging that resonates, even if you've never done research before.