What is an AI visibility score and how is it measured?
An AI visibility score measures how well AI assistants know your brand and how often they mention it when buyers ask questions. It blends two metrics: the accuracy of the engine's knowledge when users ask about your business by name, and how often your brand surfaces in general buyer questions. Combining these provides a fuller picture of market presence. Technical site readiness for AI crawlers remains a separate diagnostic check.
Why are technical site checks kept separate from the visibility score?
Site readiness acts as a prerequisite rather than a measure of market presence. If robots.txt blocks AI crawlers, the engine cannot read your content; missing structured data makes what it reads harder to interpret. VisibleOp audits this technical foundation separately so you know immediately if crawl blocks are blocking analysis.
How does VisibleOp measure what AI engines know about a business?
VisibleOp queries major systems like ChatGPT, Claude, Gemini, Perplexity, and Grok on a weekly cycle. We check for factual accuracy during branded searches and detect if an AI confuses your company with a similarly named entity. As a managed service, VisibleOp tracks these errors and proposes targeted content fixes to correct the record, requiring your explicit approval before anything goes live.
Why blend branded knowledge with unbranded buyer questions?
A complete Answer Engine Optimization (AEO) strategy targets both stages of the buyer journey. Branded knowledge verifies that the AI has accurate facts when someone researches your company specifically. Unbranded buyer questions show whether the AI mentions you when users search for a solution without naming a provider. Success requires performing well in both scenarios.