Answer Coverage
In one line
Answer coverage is the percentage of a defined target prompt set in which your brand shows up at least once inside the AI answer.
Going deeper
Answer coverage measures how much of your defined target prompt set the AI actually mentions you in. Pick, say, 50 prompts that span recommendation, comparison and how-to questions in your category, and count how many include your brand at least once.
It is useful because it shows a different angle from citation rate or share of voice. You can dominate citations on a single prompt while staying invisible across the rest of the category. High coverage, on the other hand, locks you into the 'never absent from this category' position.
Designing the prompt set decides the metric. Make it too narrow and you trivially hit 100%; make it too broad and the number is always low. The typical pattern is to bucket prompts by category, buying stage and persona, and refresh quarterly.
Related terms
Citation Rate
Citation rate is the share of a defined prompt set in which an AI answer cites your brand or domain — the headline KPI of GEO.
GEO·AEOShare of Voice
Share of voice in AI search is the proportion of category-level answers in which your brand appears, compared with competitors.
GEO·AEOShare of AI Voice
Share of AI Voice is the combined share of mentions and citations your brand earns inside a category's AI answers — the closest thing GEO has to a market-share metric.
GEO·AEOQ&A Format Content
Q&A format content puts the user's likely question in the heading and lands the answer immediately below — one of the cleanest patterns for AI answer engines to lift.
GEO·AEOGEO
GEO (Generative Engine Optimization) is the practice of optimizing content and data so that a brand gets cited and recommended inside generative AI search answers like ChatGPT, Perplexity and Google AI Overviews.
How does your brand show up in AI answers?
Villion measures how your brand appears across ChatGPT, Perplexity and AI Overviews, then automates the work that lifts citation rate and share of voice.
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