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AI Visibility

Competitors

See how your brand compares with tracked competitors in AI answers: visibility, mentions, citations, best platform and rank.

3 min read Updated

Where to find it in Prism:LLM ToolCompetitors

What is it?

The Competitors screen compares your brand with the competitors you track. AI Visibility is the LLM Tool in your Prism sidebar. For each brand you see its AI Visibility, mentions, citations, best platform and rank.

Why use it?

  • To see who leads AI answers in your market.
  • To find which platform each competitor wins on.
  • To read the answers where a competitor appears and you do not.

Before you start

Competitors are part of the LLM project setup. An admin adds them in Project settings.

How to use it

  1. Open Competitors

    In the sidebar, open LLM Tool, then click Competitors.

  2. Set your filters

    Pick a project and a date. Filter by platform or category, then click Apply.

  3. Compare the brands

    Read the Competitor Breakdown table. Your brand is tagged You.

  4. Drill into a brand

    Click View → on a row to open Brand Visibility for that brand.

Understanding the screen

Leader cards

  • MARKET LEADER — the brand with the highest AI visibility.
  • WEAKEST COMPETITOR — the tracked brand with the lowest AI visibility.

A line chart of each brand's visibility across the dates that have data.

Competitor Breakdown

ColumnMeaning
BRANDThe brand name. Yours is tagged You.
AI VISIBILITYPercentage of prompts where the brand was mentioned across all AI platforms.
TOTAL MENTIONSTotal brand mentions across prompt answers.
CITATIONSTotal source pages cited for this brand.
BEST PLATFORMThe platform where this brand is most visible.
RANKThe brand's rank among the tracked brands.
TRENDChange against the previous date with data.
VIEWView → opens Brand Visibility filtered to that brand.

Understanding the data

AI Visibility

The percentage of tracked prompts where your brand appears in the AI answer.

Appears in: LLM Tool

Citations

Web pages that an AI answer lists as its sources.

Appears in: LLM Tool → Citations

Example

For example, the MARKET LEADER card shows competitor A at 55%. Your row shows 35% and RANK 2. Competitor A's BEST PLATFORM is ChatGPT. You click View → on their row and read the ChatGPT answers. You notice the answers cite their comparison guides. That gives you an idea for new content.

Tips

  • Compare CITATIONS with AI VISIBILITY. A brand with many citations has pages that AI tools trust as sources.
  • Check the TREND column after you publish new content.
  • Use the category filter to see who leads each topic.

Common issues

MessageWhat to do
No competitor data available.Check that competitors are set on the LLM project, or pick another date.
No trend dataThe trend chart needs data from more than one date.

Frequently asked questions

How do I add or change competitors?

Competitors are set on the LLM project in Project settings, in the Client panel. An admin or owner can edit them.

What does View do in the Competitor Breakdown table?

View opens the Brand Visibility screen filtered to that brand, so you can read the answers that mention it.

Which row is my brand?

Your own brand is tagged You in the table.

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