AI visibility
How often and how prominently a brand appears in answers from AI systems.
What is AI visibility?
AI visibility measures whether a brand is present when people ask AI tools relevant commercial, comparison, or educational questions. A useful measurement includes the exact prompt, model, location, answer position, sentiment, and date rather than reducing every answer to one opaque score.
A payroll platform tracks 50 buyer prompts across ChatGPT, Gemini, Claude, and Perplexity, then measures how often it is recommended.
Why it matters for AI visibility
AI answers can shape awareness and buying decisions before a person visits a website. Understanding ai visibility helps teams connect what a model says with the prompts, sources, and technical signals that influenced the result. The useful next step is to observe the evidence, compare it over time, and act on the specific gap.
How to measure or use it
- Define the scope. Choose the relevant market, prompts, models, locations, and time window.
- Keep the evidence. Save the complete answer, its citations, and the page or claim being evaluated.
- Compare patterns. Look for repeated movement across prompts and models instead of reacting to one response.
- Take a specific action. Improve the owned page, correct a claim, earn third-party inclusion, or create better evidence.