← FP&A & Financial Planning ranking
Brand report · July 2026
Mosaic: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about fp&a & financial planning, Mosaic ranks #1 of 15, a Visibility Score of 57 in FP&A & Financial Planning .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Strong default pick, but enterprise buyers aren't hearing its name.
Where it wins. Mosaic ranks first among 15 FP&A tools with a 78% mention rate, meaning the AI models treat it as the standard answer when buyers ask broad 'best overall' questions.
Where it loses. Its first-pick rate sits at only 28%, suggesting the models mention it but often defer to competitors like Anaplan when buyers push for a specific recommendation. It is entirely absent from enterprise-framed prompts, which is where bigger deals originate.
AI-generated analysis of the July 2026 measurements.
ChatGPT 
Claude 
Gemini One of the index's bigger model splits: see where the models disagree →
Share of each theme's answers that mention Mosaic. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick
Share of Mosaic's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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