LLMOとは？AIO・GEOとの違いと、中小企業が自分でできる対策
LLMO（大規模言語モデル最適化）とは、ChatGPTやGemini、GoogleのAIによる概要で自社が引用・推薦されるための取り組みです。AIO・GEO・SEOとの違い、自分でできる7つの対策、効果の測り方と費用を解説します。
4 minllmo
AI visibility research
What AI engines actually say, measured.
Most writing about AI search is guesswork restated. Everything here comes from real runs against ChatGPT, Perplexity, Gemini and Google AI Overviews — with the method and the raw counts published alongside.
All articles
AI visibility audit: how to run one when no two answers match
An AI visibility audit answers two questions: can AI engines read your site, and do they name you? Eight steps, and the sample sizes that make them hold up.
14 minmeasurement
GEO SEO: Was ist Generative Engine Optimization?
Generative Engine Optimization (GEO) zielt auf Zitation in KI-Antworten statt auf Rankings. Warum im deutschen Markt die Abfragesprache entscheidet.
9 mingeo
Profound alternatives: what Peec AI, Otterly and Semrush really cost
Profound's entry plan costs $99 a month and covers one answer engine. We ran 104 answers across four engines to see which AI visibility tools get named.
7 minai visibility tools