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LLM Word Cloud

Learn how the LLM Word Cloud AI Visibility chart highlights the entities most frequently mentioned in AI-generated responses and how to analyze the sources and answers associated with those mentions.

Note: AI Visibility is available as a paid add-on to the CisionOne platform. For more information, contact your Customer Success Manager (CSM) or Account Manager (AM).

The LLM Word Cloud AI Visibility chart displays the entities most frequently mentioned in AI-generated responses collected for your AI Visibility dashboard.

The size of each entity in the word cloud represents its relative mention volume:

  • Larger entities indicate a higher volume of mentions.

  • Smaller entities indicate a lower volume of mentions.

The chart helps you quickly identify which tracked entities receive the most attention across AI-generated responses.

Details Panel Overview

To explore additional chart details and settings for the LLM Word Cloud chart:

  1. Select the ellipsis menu (⋮) on the chart and select Edit.

  2. Use the tabs in the Details panel to refine chart data, review source information, and explore AI-generated answers.

The Details panel includes tabs for:

  • Chart: Filter the chart data.

  • Labels: Customize the chart title and add an optional description to provide additional context for viewers.

  • AI Visibility: Review source data across Domains, URLs, and Industries.

  • AI Visibility Answers: Review prompts, AI-generated answers, detected entities, and sources associated with the selected chart data.

Using the Chart tab

Use the Chart tab to refine the data displayed in the LLM Word Cloud.

Depending on your dashboard configuration, you can filter by:

  • AI model

  • Entity

  • Date range

These filters are used to update the information displayed in the chart.

Using the Labels tab

Use the Labels tab to customize the chart title and add an optional description. The description appears when users hover over the information icon beside the chart title

In the Labels tab, you can:

  • Title: Enter a custom chart title or select Reset to default title to restore the original title.

  • Description: Add an optional summary that explains the purpose of the chart, highlights key findings, or provides additional context for viewers. Select Reset to default description to remove custom changes.

Using the AI Visibility tab

The AI Visibility tab displays source data across the Domains, URLs, and Industries tabs for the selected entities. Use this information to understand which sources contribute to the entities' AI visibility and how much each source contributes.

  • Domains: View the domains referenced by AI models and their share of visibility.

  • URLs: View the specific web pages referenced by AI models and their share of visibility.

  • Industries: View the industries associated with the referenced sources and their share of visibility.

  • Authors: View the authors associated with the referenced sources and their share of author citations.

Using the AI Visibility Answers tab

You can review AI-generated answers for all entities by opening the AI Visibility Answers tab from the chart's Edit view.

To view answers for a specific entity, select an entity in the LLM Word Cloud chart. This opens AI Visibility Answers filtered to the selected entity.

The AI Visibility Answers tab lets you review:

  • Prompts

  • AI-generated answers

  • Detected entities

  • Sources

For detailed information about prompts, answers, filters, detected entities, and sources, see Viewing AI Visibility Answers in Instant Insights.

Using the Notes section

Use the Notes section below the chart to record observations, insights, or additional context related to the chart results. Notes are limited to 570 characters in PDF reports.

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