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Your Data Is Being Estimated — And Nobody Told You
Jun 15, 2026 by Scott Desgrosseilliers
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Three Attribution Shifts That Changed This Week — And What They Mean for Your Revenue
Jun 8, 2026 by Scott Desgrosseilliers
10 min read
How Meta, Google, and TikTok Changed Your Numbers Without Telling You
Jun 5, 2026 by Scott Desgrosseilliers
9 min read
How Link Necklaces Cut Meta nCAC 22% and Nearly Doubled New Customers
May 28, 2026 by Scott Desgrosseilliers
2 min read
The Monday Routine That Stops Wasted Ad Spend : The Five Forces Playbook
Apr 27, 2026 by Scott Desgrosseilliers
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How the Optimization Force Improves Campaign Performance
Apr 20, 2026 by Scott Desgrosseilliers
4 min read
Why High ROAS Isn’t Enough : Scaling with the Outcome Force
Apr 13, 2026 by Scott Desgrosseilliers
9 min read
Why Your Ad Dashboard Is Lying — And What It's Costing You
Apr 13, 2026 by Scott Desgrosseilliers
4 min read
Are Your Campaigns Failing — Or Are You Just Measuring Too Soon?
Mar 30, 2026 by Scott Desgrosseilliers
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Why Your Best ROAS Campaign Might Be Hiding Your Growth Problem
Mar 23, 2026 by Scott Desgrosseilliers
7 min read
How to Track ChatGPT Ads the Right Way
By Scott Desgrosseilliers on May 21, 2026 8:45:00 AM
ChatGPT just became an ad platform.
High-intent users. Contextual placement. Buyers in research mode asking questions your ads can actually answer.
If you're a performance marketer, you're already thinking about it.
Here's the problem nobody's talking about : the way you currently track ads wasn't built for this. Plug ChatGPT ad spend into your existing GA4 and Meta setup and you'll get confident-looking numbers that are almost certainly wrong.
Same flawed attribution. New channel. Faster budget burn.
I cover what actually breaks when you try to track ChatGPT ads, and how to set it up so the data underneath is finally honest.

