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Using AI Visibility Charts to Track AI-Generated (LLM) Responses

Learn about the charts available for AI Visibility Dashboards and how to analyze them

Note: AI Visibility Dashboards are available as a paid add-on to the CisionOne platform. For more information, please get in touch with your Customer Success Management (CSM) or Account Manager (AM).

AI Visibility Dashboard come with a ready-to-use dashboard template and charts that show how your brand appears across AI platforms. This article explains what each chart shows and how to analyze it.


AI Visibility charts

LLM Word Cloud

This chart shows the most frequently mentioned entities found within the sources. Font size indicates keyword frequency by volume (i.e. bigger words mean higher volume of mentions and smaller words indicate a lower volume of mention).

Coverage Volume and Stock Price chart settings showing the Stock Symbol tab, with the Australian Stock Exchange selected and the stock symbol search field displaying the VAS (Vanguard Australian Shares Index ETF) option.

AI Visibility Benchmark

This table shows average entity visibility (coverage) percentage across your configured AI sources.

AI Visibility Benchmark chart comparing AI visibility share across multiple AI models for Samsung, LG, Sony, Apple, and Google, with Samsung showing the highest visibility percentages across most models.

Coverage Volume Timeline

This is a bar chart showing the mention volume over time for the selected entities, broken down by AI model.

Coverage Volume Timeline chart showing 65,676 total mentions over 30 days for Toyota, with daily mention volumes broken down by media types including print, online, TV, radio, magazine, and podcast, alongside AI model references.


Media and Outreach Influence charts

Top Cited Journalists

This table chart shows the journalists most frequently cited in AI responses. This data is cross-referenced with CisionOne's Outreach database, allowing you to view journalist directly from the chart. Selecting Add to List from the ellipsis menu lets you add journalists directly from the chart into contact lists, letting you instantly connect with journalists driving relevant media coverage.

Top 50 Cited Outlets

This table chart shows the outlets most cited in AI responses. This data is cross-referenced with CisionOne's Outreach database, allowing you to view outlets directly from the chart. Selecting Add to List from the ellipsis menu lets you add outlets directly from the chart into contact lists, letting you instantly connect with outlets driving relevant media coverage.

Top Cited Domains

This table chart shows the web domains cited most often in AI responses.

Top Cited Domains chart listing the web domains most frequently referenced by AI models for the selected entity, showing citation counts and each domain’s share of total citations, including kbb.com, edmunds.com, and pressroom.toyota.com.

Media Outreach and Coverage Timeline

This is a line chart that provides a combined view of outreach activity and entities media coverage over time

You can select Media Release or Social stream in the Details tab to apply to the chart.

Media Outreach & Coverage Timeline chart showing mention activity over time for Chevrolet and competitor brands, with separate trend lines for media coverage and AI-generated references from Chevrolet, Tesla, and Ford.


Sentiment chart

LLM Sentiment

This pie chart shows the percentage of positive, trending positive, neutral, trending negative, and negative coverage per entity, based on automated sentiment analysis or manually adjusted sentiment.


Competitive Benchmarking charts

Share of Voice - Total Mentions

This pie chart provides a snapshot of share of voice across tracked and selected entities by volume of mentions.

Share of Voice Timeline - Total Mentions

This line chart shows share of voice trends over time for tracked and selected entities by volume of mentions.


Market Correlation chart

Coverage Volume and Stock Price

This line chart overlays entities coverage volume with stock price movement to surface correlation.

Selecting the Select Stock Symbol button brings the Stock Symbol tab into view in the Details panel. In this tab, select a stock exchange and stock symbol from the associated drop-down fields to compare stock fluctuations with entity coverage volume. Select Save to generate your chart.

Coverage Volume & Stock Price chart settings showing the Stock Symbol tab, with the Australian Stock Exchange selected and the stock symbol search field displaying the VAS (Vanguard Australian Shares Index ETF) option.

Coverage Volume & Stock Price chart comparing mention volume trends with the VAS (Vanguard Australian Shares Index ETF) stock price, showing 6,131 total mentions and stock performance over time alongside mention counts for Samsung, Apple, Google, LG, and Garmin.

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