In January 2026, Google was granted patent US12536233B1. Six engineers worked on it, and it describes a system that scores a landing page on conversion rate, bounce rate, and design quality. If the landing page falls below a threshold, generate an AI replacement personalized to the searcher. The advertiser never sees it. Never approves it. Might not even know it happened.
The debate around this patent has centered on scope: Is it limited to shopping ads, or does it signal something broader? That’s the wrong question.
The right question: What…

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