Thunderdome B2B SaaS AI Visibility Index

← FP&A & Financial Planning ranking

Head-to-head · September 2026 snapshot

Anaplan vs Mosaic

Anaplan leads on enterprise picks; Mosaic still owns startups and budget. Anaplan's edge comes from ChatGPT, where its score of 76 towers over Mosaic's 54, and from winning the four question themes that matter most to enterprise buyers: use-case fit, top tools rankings, and single-pick decisions. Mosaic holds its ground on Claude at nearly the same score (62 vs 63) and sweeps the startup, feature, and budget questions, which explains why its mention rate of 75% actually edges Anaplan's 71% even though its visibility score sits lower. Anaplan's +7 month-over-month gain with Mosaic flat suggests the gap will widen if current model preferences hold.

Anaplan Mosaic
Visibility Score 59 57
Rank in category #1 #2
Mention rate 71% 75%
#1 pick rate 38% 29%
Avg. position when named 2.6 3.5

Who each model prefers

ChatGPT
Anaplan
76
Mosaic
54
Claude
Anaplan
63
Mosaic
62
Gemini
Anaplan
39
Mosaic
53

The models split: ChatGPT prefers Anaplan, Claude prefers Anaplan, Gemini prefers Mosaic.

The shape of the fight

Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.

AnaplanMosaic
Best overallUse caseTop toolsStartupEnterpriseFeature-ledSingle pickBudget

The fight, question by question

Mentions out of 9 answers per question. Click any question for the full transcripts.

Question Anaplan Mosaic Edge
Best overallWhat's the best FP&A software for a SaaS company? 6 9 Mosaic
Use-case fitOur finance team is drowning in spreadsheet models for budgeting and forecasting. What should we use? 9 7 Anaplan
Top tools in 2026What are the top financial planning and analysis platforms in 2026? 9 8 Anaplan
Startup & small teamWhich FP&A tool is best for a startup finance team of two? 3 9 Mosaic
Enterprise pickWhich FP&A platform should a large enterprise standardize on, considering security, compliance, and scale? 9 0 Anaplan
Feature-led askI want live dashboards for burn, runway, and revenue forecasts. What do you recommend? 2 7 Mosaic
If you could pick oneIf you could only pick one FP&A platform, which one and why? 9 5 Anaplan
Budget & alternativesWhat's a good FP&A tool that connects to QuickBooks and our data warehouse? 4 9 Mosaic

Open this matchup in the compare tool →  ·  Anaplan brand report  ·  Mosaic brand report

Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.