AI visibility & monitoring
Measuring and tracking how your brand appears across AI answer engines.
- AI search visibility explained
AI search visibility is how often your brand appears in AI-generated answers across engines — measured as a rate over many prompts, not a rank.
- AI visibility tools: what they do and how to choose one
What an AI visibility platform actually measures, the features that separate them, and the questions to ask before buying.
- AI brand visibility: how AI engines describe your brand
Brand-level visibility is not just whether you are mentioned, but how you are characterised — the category you are placed in, and the sentiment attached.
- How to improve brand visibility in AI answer engines
A prioritised sequence for raising your mention rate: fix retrieval, cover the question set, earn third-party mentions, then measure the trend.
- AI brand monitoring: tracking your brand in AI results
Traditional brand monitoring watches the web for mentions. AI brand monitoring watches the answers themselves, because they are generated fresh and leave no page to scrape.
- How AI visibility tracking works
Under the hood of an AI visibility tracker: prompt scheduling, engine execution, mention detection, and why repeated runs are essential.
- AI search visibility metrics and KPIs
The metrics worth reporting — mention rate, share of voice, citation share, average position, sentiment — and the ones that mislead.
- The best AI visibility tools for B2B companies
What B2B teams should look for specifically: low-volume high-intent prompts, competitor gap reporting, sales-relevant sentiment, and honest attribution.
- How to measure share of voice in AI search
Share of voice in AI search is your brand mentions as a proportion of all brand mentions across the same responses — the most stable comparative metric available.
- What is AI strategic visibility?
Strategic visibility treats presence in AI answers as a market-position question — which categories, questions, and comparisons you want to own.
- Searchmetrics Visibility: what it measured and what replaced it
Searchmetrics' Visibility Score was an index of organic search presence. The modern equivalent for AI answers measures mentions and citations instead of ranked keywords.