<b>"Ezoic's AI optimizes layouts you'd never find"</b>

<b>"Ezoic's AI optimizes layouts you'd never find"</b>

Granted: multivariate layout testing genuinely surfaces placements that beat human guesses, especially on big sites with traffic to spare.

But the AI optimizes toward <i>revenue</i>, which on most configs means more and stickier ads, because that's the lever with the biggest immediate payoff. It's not discovering a free lunch — it's finding the density your tolerance allows, then sitting exactly there. "Found me 20% more" often reads "placed two more units where users tolerated them."

🚩 Hidden variable: what the AI's objective function is allowed to trade. If you don't cap UX metrics in the settings, it optimizes revenue against an invisible budget — your engagement.

Set the experience constraints first, then judge the lift. Optimization inside guardrails is the only optimization worth comparing.

Not saying the AI is bad — saying the comparison is rigged.