Meta says it drove the sale. Google says it drove the sale. TikTok says the same. Instagram does too. Your dashboards tell you marketing is winning, and your revenue chart says something quieter and harder to ignore. This BizBlend conversation is for founders, CEOs, and growth leaders who are tired of platform attribution that adds up to more than 100 percent and proves nothing.
Host Sana sits down with Matt Butler, ex-Google analytics leader of twelve years and now co-founder and CEO of Bonsai, for a clear-headed conversation about what conversion data actually measures, why the ad systems are getting better at finding buyers without creating buyers, and the one word every founder needs in their vocabulary: incrementality.
About the Guest:
Matt Butler is the co-founder and CEO of Bonsai, a first-party marketing intelligence platform that automates profitable growth for B2C brands. A former Googler of twelve years, Matt was a founding member of Google's analytical consulting team, building measurement and machine learning frameworks for companies like Procter & Gamble, Coca-Cola, Unilever, Kohl's, and Best Buy. He launched Bonsai in 2020 to solve the problem he watched the industry quietly grow into.
Key Takeaways:
- Ad platforms aren't lying. They're just incomplete. Each one sees its own slice of the customer journey and counts the same sale, which is why the dashboards never reconcile.
- Early on, the data tells the truth. When you're new, most customers really are new, and the platforms genuinely cause growth. The signal stays clean for a while.
- The cracks start showing as you scale. Past a certain revenue point, adding more channels adds more credit-claiming, not more new customers.
- The right word is incrementality. Not "did this ad get a conversion," but "did this ad cause a sale that wouldn't have happened otherwise." Most platform reporting can't answer that.
- Bad data is worse than no data. Feeding non-incremental conversion data into Smart Bidding or Meta's algorithms trains them to find more interactions that don't move revenue.
- One simple test. Look at last week's raw orders next to your platform-reported conversions. If platforms are claiming nearly all of them, your acquisition cycle is leaking money.
- If your sales are genuinely growing, don't change anything. The companies that need to change are the ones telling themselves they're winning when they aren't.
Connect With the Guest:
Episode Chapters:
[00:00] The math is impossible — when every platform claims the same sale
[03:30] Meet Matt Butler — twelve years inside Google, watching the data quietly break
[09:00] The fundamental misconception — why early ads work and later ads don't
[14:00] Same Venn diagram, different platforms — 26 to 30 ad platforms reaching the same person
[18:00] What incrementality actually means — and why your conversion data isn't telling you
[20:00] Who's most vulnerable — the founder stages where the cracks start to show
[24:00] AI is amplifying the problem — when bad data trains bigger systems
[29:00] The honest test — look at orders next to platform conversions
[30:00] If you're winning, keep winning — and who actually needs to change
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