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Notes from the AI search frontier
How AI assistants describe brands, what they cite, and what to do about it.
Apr 26, 2026 · product / announcements
Welcome to SeenByLLM — your AI visibility cockpit
Why we built SeenByLLM, and what to expect from this blog.
Apr 25, 2026 · aeo / fundamentals
AEO 101 — what answer engine optimization actually means
A primer on Answer Engine Optimization: what changed when AI started answering instead of linking, and the four levers brands have to influence it.