Case Studies

Case Study: Q2 Search Cost Inflation Under AI Answers

As a journalist who still marks up media plans by hand, I keep returning to one point — 2% click growth against 17% spend growth is the new normal risk.

I am less interested in keynote poetry than in the levers a brand can actually toggle before Friday’s budget meeting.

  1. Write the hypothesis first
  2. Capture baselines before launch
  3. Separate correlation from causality
Signal Detail
Metric Before → After / Signal
Shopping share 22.1% → 28.4%
DSP Prime Day 17.9% → 25.5%
Title recognition ~33% knew Ted Lasso source

If you only remember one habit from this piece, make it this: screenshot the served creative, not just the uploaded master. What ran is the truth; what you approved in the deck is often a polite fiction.

Source: Skai. Numbers and product claims above come from that reporting; interpretation is mine.