PROOF
The ROI of good architecture.
Real engagements, anonymized, every number traced. Here is what happens when the architecture gets fixed before the spend does.

01DTC
The channel was already working. It was underfunded.
$16K → $650K MONTHLY IN SIX MONTHS
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02RETAIL
We proved velocity before chasing more shelf.
+729% RETAIL DOORS
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03CONVERSION
Traffic tripled. Sales fell.
+409% CONVERSION IN THREE MONTHS
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04LAUNCH
One new product. Two reasons to come back to market.
TWO LAUNCH MOMENTS FROM ONE SKU
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05ECONOMICS
The ads weren’t the constraint. The unit economics were.
THE FIX WAS THE OFFER, NOT THE ADS
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06ACQUISITION
More spend would have scaled the loss.
SPEND HELD UNTIL THE MATH WORKED
READ THE CASECases are anonymized.