Frequently asked

What is LLMO — and how is it different from AEO and GEO?

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The short answer

Different labels, same surface. LLMO names the work of getting your brand into what a language model writes. AEO points at the answer itself. GEO points at whether your pages get pulled in as source material while that answer is assembled. All three end up watching one screen — the answer an AI hands back. CiteAngle sorts by screen rather than by label: which engine, which answer, whether your name appeared, which URL was credited as the source. The competitors you name are read on that same screen, in the same run.

Why this matters

Whatever you call it, the budget leaves once. With the vocabulary unsettled you cannot tell which of three quotes overlap, and the same screen gets paid for twice.

Our scope is written by screen, and the contract names which screens each line covers. Lay another quote beside it and the duplicated row shows itself.

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