Q4 AI visibility score and rankings

Data as of Mar 20, 2026. Sign up free to see the latest daily data.

Parse Score

52.0

96.4

How well you compete

14.1

How broadly AI mentions you

13.8

How often AI cites you

Parse Score

52.0

96.4

How well you compete

14.1

How broadly AI mentions you

13.8

How often AI cites you

This week· sample

Mixed week — score steady, one competitor gained ground.

Score shiftGained ground on 3 prompts this week

CompetitorA competitor was added to a cited roundup page

CitationNew source citing this brand in 2 prompt answers

Add Q4to see what's changing each week.

Tasks· sample

Reply to this cited Reddit thread

Reach out to this cited publication

Brand performance

How Q4's AI visibility has changed over time

Preview of competitive strength history (coarsened).

Brands AI most often recommends alongside Q4

Questions people ask AI where Q4 appears in the last 30 days

Prompt	Prompt visibility
I want to manage our company's investor relations and communications. What's the best IR software?	0.0