AI Search / AEO / GEO — Final Exam

Fifteen hard questions built on the CASE method — Context, Analysis, Strategy, Execution — drawn from every module and deliberately cross-wired: an invisible-but-great page, a single-keyword strategy losing to query fan-out, a fuzzy entity that never gets cited, a passage that can’t be extracted, and a measurement program staring at the wrong number. You don’t have to take the modules first. Pass at 90% and you’ll earn the exam passcode that certifies the series.

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Dare mode. This exam is intentionally harder than any single module test. It rewards judgment over recall — most questions describe a real AI-search situation with several things going on at once, and the passing skill is telling what gets you found from what gets you cited.