September 2026 snapshot · 72 AI answers Contested

FP&A & Financial Planning: AI Visibility Ranking

Financial planning and analysis platforms for budgeting, forecasting, and reporting. Right now, Anaplan is the brand AI assistants recommend most, with a Visibility Score of 59 and the #1 spot in 38% of answers. Head-to-head: Anaplan vs Mosaic →

These rankings are measured from what the three models know from training, not a live web search. When the models DO search the web, see which sources they cite. Methodology.

Anaplan and Mosaic are nearly tied; nobody has pulled away.

Anaplan leads by only 3 points despite being the first pick 38% of the time, because Mosaic actually shows up in more answers overall. Pigment is the strangest case: ChatGPT scores it at 63 while Claude barely registers it at 13, a 50-point gap that suggests the models have sharply conflicting views of its relevance. Workday Adaptive Planning trails the field badly at 29.6 despite the brand recognition it carries outside of AI recommendations.

AI-generated analysis of the September 2026 measurements.

#	Brand	Visibility Score	Trend (3 mo)	Mention rate	Avg. position	#1 pick rate	Models
1	Anaplan	59 ±3.2	▲ 7	71%	2.6	38%	ChatGPT #1 Claude #1 Gemini #4
2	Mosaic	57 ±5.3	flat	75%	3.5	29%	ChatGPT #3 Claude #2 Gemini #1
3	Cube	44 ±5.1	flat	69%	4.6	7%	ChatGPT #4 Claude #3 Gemini #2
4	Pigment	39 ±5.5	flat	57%	4.2	8%	ChatGPT #2 Claude #13 Gemini #3
5	Workday Adaptive Planning	30 ±5.4	flat	44%	4.3	1%	ChatGPT #5 Claude #7 Gemini #5
6	Planful	25 ±4.5	flat	42%	5.1	0%	ChatGPT #8 Claude #4 Gemini #9
7	Vena	23 ±5.5	flat	39%	5.1	3%	ChatGPT #9 Claude #8 Gemini #6
8	Datarails	19 ±6	flat	32%	5.2	1%	ChatGPT #6 Claude #15 Gemini #7
9	Jirav	17 ±4.9	flat	25%	4.4	3%	ChatGPT #13 Claude #9 Gemini #8
10	OneStream	15 ±2.4	▲ 6	24%	4.5	0%	ChatGPT #11 Claude #6 Gemini #11
11	Runway	13 ±4.8	▼ 7	18%	3.6	3%	ChatGPT #14 Claude #5 Gemini #13
12	SAP Analytics Cloud	13 ±3.8	flat	19%	4.2	0%	ChatGPT #10 Claude #10 Gemini #12
13	Adaptive Planning	13 ±5.3	flat	17%	3.3	0%	ChatGPT #7 Claude #14 Gemini #14
14	Causal	13 ±4.4	flat	18%	3.8	3%	ChatGPT #15 Claude #11 Gemini #10
15	Oracle EPM Cloud	9 ±3.9	▲ 6	11%	3.0	0%	ChatGPT #12 Claude #12 Gemini

The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.

Just below the cutoff: Drivetrain (7.6), Abacum (7.5), Power BI (6.8), Looker (4.3), Vareto (4). 60 brands were scored in this category; the leaderboard shows the top 15.

Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.

Openness 41/100: the share of this category's recommendation weight not held by the leader.

Compare brands in FP&A & Financial Planning head-to-head → · Explore the prompt tree →

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Do the models agree?

Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.

ChatGPT Claude Gemini

Where they land in the answer

When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.