Algorithmic Blindfold Simulator

Quantifying ad platform bidding efficiency

A/B Simulation

CPA (Cost/Acq) $3.50 +25% CAC Penalty

Estimated ROAS 2.10x Baseline Target

Match Rate 65% 35% Underreported

Wasted Spend 35% Auction Guesses

Ad Auction Performance Trend

⚠️ Running Blinded Campaigns

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Algorithmic Blindfold Active

Without server-side Conversions API, ad blockers and iOS tracking restrictions hide 35% of purchases. Because the ad algorithm cannot see who bought, it wastes money bidding on users who never convert.