Read the AI Visibility dashboard
Understand Visibility, Favorability, Mentions, Sources and the other dashboard metrics, and how to interpret their scores and trends.
Updated September 30, 2026
The Dashboard shows how often AI assistants mention your project, how positively they describe it, and which models and sources drive that visibility. Open a project from My Projects in the side menu and select the Dashboard tab.
Summary cards
| Metric | What it means |
|---|---|
| Total Prompts | The number of prompts you have set up to be checked against the AI models. |
| Total Answers | The total number of AI responses collected by running your prompts against the configured models. |
| Mentions | How many times your project was cited across all collected answers. |
| Sources | Unique web sources cited by the AI models in answers that reference your project. |
AI Visibility Score
The percentage of relevant AI responses where your project is mentioned. Higher visibility means AI assistants surface your project more often.
AI Favorability Score
The average sentiment score across all mentions of your project, from 0 to 100%. Higher means AI assistants describe your project more positively.
How to read the scores
Both scores are colour-coded, with a "What this means" explanation next to the gauge:
| Score | Visibility | Favorability |
|---|---|---|
| 70% or more | Strong visibility | Positive sentiment |
| 40% to 69% | Room to increase visibility | Mixed sentiment |
| Below 40% | Low visibility | Negative sentiment dominates |
When enough history exists, each score also shows a trend: how much it moved compared with the value 7 days ago.
Visibility and Favorability measure different things. A project can be mentioned rarely but very positively, or often but with mixed sentiment. Improve visibility first, then work on favorability.
Charts
- Visibility Over Time: the share of answers collected each day that mentioned your project.
- Favorability Over Time: the average sentiment of mentions of your project each day.
- Visibility by Model and Favorability by Model: the same metrics broken down per AI model, so you can see which assistants know you best.
- Mentions per Model: compare mentions across AI models as a bar, pie or cluster chart.
- Top Sources: the web sources most often cited in answers that include your project. Click View all to open Sources.
- Competitors Overview: how competitors compare with your project on Visibility and Favorability. Click Compare All Competitors for the full competitor view.
Mentions in the project header
The project header shows Number of Mentions (last 30 days) per provider; hover a provider to see the breakdown by model.
No data yet?
If you see "No data yet", your prompts haven't been checked against the AI models yet. If the dashboard asks you to add prompts, see Track and manage prompts.
What's next?
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