Thunderdome B2B SaaS AI Visibility Index

← FP&A & Financial Planning ranking

Brand report · September 2026

Mosaic Mosaic: AI Visibility Report

mosaic.tech ↗

When buyers ask ChatGPT, Claude, and Gemini about fp&a & financial planning, Mosaic ranks #2 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.

How AI sees Mosaic

Strong FP&A contender, but the enterprise seat stays empty.

Where it wins. In FP&A and financial planning, Mosaic lands a 75% mention rate and holds the second rank across 15 competitors, which is a real foothold in a crowded field.

Where it loses. AI models never flag Mosaic as the enterprise pick, and with first-pick selection at 29%, buyers hear the name but often settle on someone else when the final call comes.

AI-generated analysis of the September 2026 measurements.

FP&A & Financial Planning · #2 of 15

57 / 100 flat vs last month
75%
mention rate (72 answers)
4
avg. position
29%
first pick
10%
share of voice
56.9Jul 2026Jul 2026: 56.956.7Aug 2026Aug 2026: 56.756.5Sep 2026Sep 2026: 56.5
ChatGPT
54
Claude
62
Gemini
53

How the models portray Mosaic

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

67% 26%
endorsed · 95% band 53–78% listed caveated graded across 54 mentions in FP&A & Financial Planning answers
Prompt themes Mosaic would want to own

Share of each theme's answers that mention Mosaic. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Best overall
9/9 · #1×6
Startup & small team
9/9 · #1×5
Budget & alternatives
9/9 · #1×6
Feature-led ask
7/9 · #1×3
If you could pick one
5/9 · #1×1

Gaps Enterprise pick

Most co-mentioned competitors

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.

Cube
83%
Anaplan
65%
Pigment
63%
Planful
48%
Workday Adaptive Planning
43%
Vena
41%

Head-to-head: Mosaic vs Anaplan

Scores are measured from real AI answers, refreshed monthly. Methodology.

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