Index › Finance › Products › Mosaic · November 2026 Edition
7 categories · Ranked

Mosaic

Mosaic is a strategic finance and FP&A platform used for financial reporting, cash flow forecasting, scenario planning, board and investor reporting, and workforce planning · mosaic.tech ↗

#10Best rank (small business)
13/14Models named it
12First choices
5Warnings
November 2026 Edition · all company sizes counted.
Ranked inFinancial reporting and dashboards #12FP&A platforms #10 small businessFinancial modeling and scenario planning #9SaaS metrics and analytics #12Board and investor reporting #15Cash flow forecasting #74
1 more
Corporate performance management #46
What AI models recommend in FP&A platforms

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“Choose Mosaic or Pigment if you are a high-growth B2B SaaS/Tech company needing pre-built SaaS metrics and scenario modeling.”Gemini 3.5 Flash · Paraphrase question · first choice
“Best For: Mid-market B2B SaaS and tech-enabled service companies... prioritize Mosaic or Pigment”Gemini 3.5 Flash · Direct question · first choice
“Best for Modern B2B SaaS & Tech Scaleups: Mosaic or Abacum”Gemini 3.5 Flash · Direct question · first choice
“Best Overall for Strategic Finance & Board Reporting: Mosaic”Gemini 3.5 Flash · Direct question · first choice

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Mosaic, over the 67 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Mosaic's own site, not checked by Gane.

Certifications
SOC 2 Type II
Visit mosaic.tech ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Mosaic came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 45 of the 67 answers that named Mosaic and are not a share of its labels.

Domains cited

getaleph.com17
abacum.ai14
g2.com14
clockwork.ai11
cubesoftware.com11
prophix.com11
centage.com10
cfoshortlist.com9
datarails.com9
getfairview.com8

114 of the 114 domain citations in answers naming Mosaic came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Mosaic across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash822012
Perplexity Sonar01001
Grok 4.2001102
Mistral Small01102
DeepSeek V4 Flash02002
Llama 4 Maverick01001
Qwen 3.7 Flash00000
Kimi K201102
GLM 4.7 FlashX00000
MiniMax M2.501001
GPT-6 Luna01001
Muse Glimmer 30B00101

What it publishes

Addresses on mosaic.tech
2,255
subdomains included
Content
1,134
counted in the table below
Documentation
2
Product · Integration
93 · 228
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog56702021-05-13
Report or ebook21202026-03-02
Webinar or virtual event10302025-03-04
News or press10202023-03-13
Case study7242026-08-30
Comparison3812026-07-09
Template or tool2712026-09-02
Podcast or video1002026-03-29
Conference or event202022-07-19
Glossary or explainer112026-08-30

Most recent

How it is countedHide how it is counted

Every page mosaic.tech exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.