Every platform grades its own homework. Facebook's ad manager included.

Your Data Is Being Estimated — And Nobody Told You

Two things happened this week that every DTC brand running paid media needs to understand. Both are quiet. Neither comes with an alert in your dashboard. And together they explain why your attribution numbers are getting less trustworthy at the exact moment your platforms are making them look more complete.

Three Attribution Shifts That Change What Your Reports Mean

Three changes landed in 2026 that quietly altered what your ad platforms report, and each one can make your numbers move without your actual business changing at all. If you do not know they happened, you will misread a reporting change as a performance change, and make budget decisions on the difference. Here is what shifted, and what each one means for how you read your revenue.

How Meta, Google, and TikTok Changed Your Numbers Without Telling You

What Changed, What It Means, and What to Watch in June

Meta Is Now Charging to Reach Your Customers: What It Actually Costs You

There has been a lot of noise about Meta's paid ad-free subscription tier. Let me cut through it and tell you what is actually happening, and more importantly, what it means for every dollar you are spending on paid ads right now.

How to Reduce Meta nCAC for Ecommerce : The Link Necklaces Case Study

Every Q4, the same trap closes on DTC brands running performance media: the platform dashboards look healthy, ROAS is holding, and then the post-mortem reveals that most of the "new customer" budget went to people who already bought.

How to Track ChatGPT Ads (And Why Your Current Setup Is Already Lying to You)

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.

Meta's platform reports a healthy cost per acquisition. Meanwhile, your new customer count is flat. That's not a coincidence — it's a measurement problem. Here's the attribution gap hiding inside your ad account, how to find it, and what to measure instead.  

The Monday Routine That Stops Wasted Ad Spend: The Five Forces Playbook

If your team spends Mondays arguing over dashboards and guessing what to optimize, it’s time for a change. The Five Forces Playbook turns data into decisions with a simple, repeatable weekly routine.

How the Optimization Force Improves Campaign Performance

Most “optimization” is random. Marketers tweak campaigns, launch new creative, or shuffle budgets hoping for better performance. But hope isn’t a strategy.