Optmyzr data: Black Friday seasonality adjustments backfire with 34% CPC spikes
The Gist
- 5,886 Google Ads accounts saw 34% CPC jumps when using seasonality adjustments
- ROAS dropped 15.7% vs 5.7% gains for accounts trusting Smart Bidding
- 2022-2024 data shows consistent pattern: guardrails beat overrides
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AI Sprinkler teams risk 6-figure waste by not pressure-testing platform recommendations against historicals.
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