Mosaic AI visibility score and rankings

Parse Score

60.5

82.6Excellent

How well you compete

50.3Great

How broadly AI mentions you

42.4Average

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Parse Score

60.5

82.6Excellent

How well you compete

50.3Great

How broadly AI mentions you

42.4Average

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Brand performance

How Mosaic's AI visibility has changed over time

Brands AI most often recommends alongside Mosaic

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

Prompt	Prompt visibility
Best FP&A for cohort-based SaaS modeling?	19.8
What is the best FP&A (Financial Planning & Analysis) software for a CFO at a SaaS company?	19.3
We need to model different strategic financial scenarios for the next 5 years. What's the best strategic finance platform?	12.9

Domains AI cites when recommending Mosaic in the last 30 days

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
Best FP&A for cohort-based SaaS modeling?	19.8
What is the best FP&A (Financial Planning & Analysis) software for a CFO at a SaaS company?	19.3
We need to model different strategic financial scenarios for the next 5 years. What's the best strategic finance platform?	12.9

Domain	Citations	Prompts
medium.com Mosaic: A Visualization Tool for Your Microservice Architecture \| by Valerie Huang \| Medium	1	1

Domain	Citations	Prompts
medium.com Mosaic: A Visualization Tool for Your Microservice Architecture \| by Valerie Huang \| Medium	1	1