Here’s where we separate you from the “I tried a few things” crowd.

Inside GPT Ads Lab, I walk you through my GPT Ad Buying System—the framework I use to think through every GPT campaign & spent my own ad dollars on:

1. Intent & Context Mapping
What is the prospect actually trying to do when your ad appears? Not in theory—in that moment. You’ll learn how to map real queries and tasks to your offers without contorting them into something they’re not.

2. Offer & Angle Selection
Some offers are perfect for GPT. Some aren’t. You’ll stop guessing and start picking offers and angles that make sense in a conversational environment.

3. Message & Creative Construction
Writing GPT ads like banner ads is how you burn money. I show you how to craft GPT-native messaging that feels like a natural extension of the conversation—while still doing its job: getting the right people to click.

4. Campaign Architecture
How to structure your campaigns and tests so you’re not randomly tweaking things and calling it “optimization.” You’ll know what to test, when, and why.

5. Measurement & Optimization
What to track, what to ignore, and how to interpret the signals GPT is giving you. (Spoiler: obsessing over the wrong metric is how amateurs kill winners.)

6. Systemization & Delegation
Once you understand the system, you’ll see exactly what can be documented and handed off to a team member or media buyer—so you’re not chained to the dashboard forever.