/ˌel·em·en·oʊ·piˈiː·oʊ/ · noun, satirical · coined by Danny Sullivan, Google
1.The search optimization acronym to end all search optimization acronyms.
2.The professional discipline of making content worth citing — regardless of which three-to-eight letters the industry is calling it this quarter.
Etymology: from the part of the alphabet song where everyone gives up and mumbles. First recorded WordCamp US, August 28, 2025.
“Good SEO is good GEO, or AEO, AIO, LLM SEO, or LMNOPEO. So, they’re all fine. What I’m trying to say is: don’t panic.”
— Danny Sullivan, Google Search, WordCamp US keynote, Aug 28, 2025 (watch the moment)
Editor’s note: Search Engine Land transcribed it “LMNOPO”. Half the industry spread “LMNOPEO”. The acronym mocking acronym chaos does not itself have a standardized spelling. We consider this the strongest possible proof of concept.
As covered by Search Engine Land, Barry Schwartz’s Search Engine Roundtable, and roughly every SEO newsletter with a sense of humor.
The Ontology
All entries describe the same craft: making content that machines find, trust, and cite. The only variable is the letterhead. Kept current so you don’t have to be.
The original. Understanding how people search and making sure your content is there — whatever “there” looks like this decade: blue links, snippets, voice, AI answers.
status: declared dead 27 times · attends every funeralOptimizing to be the answer rather than the link. First hype cycle: voice assistants and featured snippets. Second hype cycle: AI answers. Same slides, new logo.
status: on its second lapThe current front-runner, and the only entry with academic parents. Also a prefix meaning “earth”, which is why half its search results are about rocks.
status: front-runner · pending replacementOne acronym, two meanings, zero consensus. Using it in a meeting guarantees a clarifying question, which is 15% of the meeting gone.
status: ambiguous by designOptimizing so LLMs retrieve and cite you. Technically the most accurate description of the work. Therefore, naturally, among the least used.
status: correct · unpopularGEO with extra letters.
status: see GEOA cautionary tale: an acronym tied to a product name. Lived less than a year. Every agency that rebranded around it politely pretends this never happened.
status: deceased · survived by AIOThe previous hype cycle, preserved here as a control sample. The prediction is still waiting. The conference decks were lovely.
status: retired · historically instructiveThe only acronym honest enough to admit it’s an alphabet. Covers everything above and everything the industry invents next. You are here.
status: the final acronym (until the next one)Professional Accreditation
Eight questions. There are no wrong answers, because there are no wrong acronyms. Pass rate: 100%.
Beneath the joke, one serious question
The acronyms are interchangeable. Citations aren’t. AI Visibility Research is a fixed-scope study of whether AI answers actually use your site — and what to change if they don’t.