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Documentation Index

Fetch the complete documentation index at: https://docs.shareofmodel.ai/llms.txt

Use this file to discover all available pages before exploring further.

The Brand Mentions view ranks competing brands by visibility across the engines you track. For every detected mention, you see the visibility score, the number of URLs and queries it ranks on, the presence rate and the average position. You can filter dynamically by engine, theme and query type, then select brands to compare side by side in the Visibility Gap view.
Brand Mentions

What this view helps you analyse

Identify top brand competitors

The table lists the most visible brands for the prompts in your project, sorted by visibility score by default.
Brand mentions are not collected for traditional Google and Bing search engines.
Sort by any indicator to expose hidden insights, and use the filters to scope to a specific search engine, theme or both.

Evaluate your brand’s performance against competitors

Key indicators in the table:
  • Brand — list of detected brands
  • Visibility score — gauge and percentage based on top-position rank score and presence over search results
  • Total Mentions — number of brand mentions ranked across the prompts
  • Prompts — number of prompts triggering an appearance
  • Average Top Ranking — average top position of the brand
  • Presence rate — percentage of prompt results where the brand is ranked

Select competitors and deep-dive into Visibility Gap

Compare brands
Select brands and click Compare brands to open the Visibility Gap view for prompt-level competitor analysis.

Key benefits

  • Compare brand visibility against competitors across traditional and generative engines.
  • Surface visibility score, presence rate and average top ranking at a glance.
  • Spot top-performing brands that dominate the space.
  • Jump from a selection straight into competitor-level prompt analysis.

Extra features

  • Filters — refine the data displayed.
  • Add/Hide columns — adapt the table to your workflow.
  • Export — extract filtered tables to CSV or Excel.
  • Search — find a brand via the search bar.
  • Sort — order by any column.

What’s next

Visibility Gap

Compare with up to four competitors at prompt level.

Sentiment Score

See how mentions are framed.