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AI Visibility measures how often responses mention your Brand across the Prompts and AI Platforms in an Analysis. A Mention is a reference in response text; it does not require a Citation link. For each AI Platform, Videntic divides the number of Mentioning Responses by its Planned Response Opportunities. A planned opportunity with a missing or failed response does not count as a Brand Mention. The overall value is an equal average of the AI Platform values.

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Interpret the number

  • A higher value means the Brand appeared in more of the planned opportunities for the current Prompt and AI Platform set.
  • It does not show whether a response linked to your website. Check the Citations view for source links.
  • It does not measure whether the description was favorable or accurate. Read the response evidence in Mentions.
  • Changes in Prompts, AI Platforms, or failed captures can affect comparisons between Analyses. Check those inputs before attributing a change to content work.
  • A pending Analysis, a Platform with no planned opportunities, and a completed Analysis with a measured zero are different states. Check Analysis History and the Platform’s response evidence before treating a blank or zero card as a confirmed absence of Mentions.

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Use it in a weekly review

  1. In Dashboard → Overview, choose the date range and inspect the AI Visibility Trend. Use Dashboard → Analysis History to check which Analyses completed before treating a point as a measured result.
  2. Keep the same Models filter when comparing points. Check whether the Prompt set, tracked Market, and response Coverage also remained comparable.
  3. Open Dashboard → Analytics → Mentions. Find the relevant Prompt under Mentions by Prompt, expand it, and select a Mention to read the stored AI Response. The Mentions over time chart can help find the dates and AI Platforms behind a movement.
  4. Investigate a specific content or Website issue, make a change, and observe later Analyses. Record the change date and measurement scope so the comparison remains interpretable.
For competitive position, use Share of Voice. For website issues, use Technical Audit.
Last modified on September 28, 2026