AI Index / AI tools for financial analysts

Best AI tools for financial analysts

What AI assistants actually recommend when buyers ask about ai tools for financial analysts — measured weekly across 4 engines, published as open data.

Updated 2026-08-04 · 63 sampled answers · rolling 4-week window · methodology

Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.

Updated weekly63 samples4 enginesmethodology

Sample: 63 AI answers · Window: Jul 7, 2026Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)

What is the best ai tools for financial analysts?

Across 63 sampled AI answers from 4 engines, Shortcut is recommended most often — appearing in 36.5% of recommendations, followed by Datarails (34.9%) and Hebbia (33.3%).

This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
Shortcut

shortcut.com

Best for: AI recommends Shortcut most when buyers ask best AI tools for financial analysts (83.3% of those answers)

36.5%

95% CI 25.748.9%

23 mentions · avg pos 5.3

first pick 34.8%

GEMINI 32%CLAUDE 60%PERPLEXITY 46.2%
Claim
2
Datarails

Best for: AI recommends Datarails most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (58.3% of those answers)

34.9%

95% CI 24.347.2%

22 mentions · avg pos 9.4

first pick 0%

GEMINI 52%CHATGPT 14.3%CLAUDE 40%PERPLEXITY 23.1%
Claim
3
Hebbia

Best for: AI recommends Hebbia most when buyers ask which AI financial analysis tool is best for equity research vs corporate finance (55.6% of those answers)

33.3%

95% CI 22.945.6%

21 mentions · avg pos 6.2

first pick 19%

GEMINI 40%CHATGPT 14.3%CLAUDE 20%PERPLEXITY 34.6%
Claim
4
AlphaSense

alpha-sense.com

Best for: AI recommends AlphaSense most when buyers ask which AI financial analysis tool is best for equity research vs corporate finance (88.9% of those answers)

31.7%

95% CI 21.644%

20 mentions · avg pos 6.4

first pick 30%

GEMINI 20%CHATGPT 28.6%CLAUDE 60%PERPLEXITY 38.5%
Claim
5
Anaplan

anaplan.com

Best for: AI recommends Anaplan most when buyers ask best AI tools for financial analysts (41.7% of those answers)

23.8%

95% CI 1535.6%

15 mentions · avg pos 6.9

first pick 0%

GEMINI 48%CLAUDE 40%PERPLEXITY 3.8%
Claim
6
Daloopa

daloopa.com

Best for: AI recommends Daloopa most when buyers ask which AI financial analysis tool is best for equity research vs corporate finance (66.7% of those answers)

22.2%

95% CI 13.733.9%

14 mentions · avg pos 6.2

first pick 14.3%

GEMINI 20%CHATGPT 28.6%CLAUDE 40%PERPLEXITY 19.2%
Claim
7
Microsoft

microsoft.com

Best for: AI recommends Microsoft most when buyers ask how do I use AI to build financial models faster in Excel or spreadsheets (36.4% of those answers)

22.2%

95% CI 13.733.9%

14 mentions · avg pos 10.2

first pick 7.1%

GEMINI 24%CHATGPT 57.1%PERPLEXITY 15.4%
Claim
8
Claude in Excel

Best for: AI recommends Claude in Excel most when buyers ask how do I use AI to build financial models faster in Excel or spreadsheets (36.4% of those answers)

20.6%

95% CI 12.532.2%

13 mentions · avg pos 5.1

first pick 15.4%

GEMINI 8%PERPLEXITY 42.3%
Claim
9
Cube

cube.dev

Best for: AI recommends Cube most when buyers ask best AI tools for financial analysts (50% of those answers)

20.6%

95% CI 12.532.2%

13 mentions · avg pos 8.6

first pick 0%

GEMINI 32%CLAUDE 40%PERPLEXITY 11.5%
Claim
10
Kensho

Best for: AI recommends Kensho most when buyers ask best AI tools for financial analysts (58.3% of those answers)

19%

95% CI 11.230.4%

12 mentions · avg pos 6.8

first pick 0%

GEMINI 36%CLAUDE 60%
Claim
11
Google Sheets

sheets.google.com

Best for: AI recommends Google Sheets most when buyers ask how do I use AI to build financial models faster in Excel or spreadsheets (72.7% of those answers)

17.5%

95% CI 1028.6%

11 mentions · avg pos 6.9

first pick 9.1%

GEMINI 24%CHATGPT 14.3%CLAUDE 40%PERPLEXITY 7.7%
Claim
12
DataSnipper

Best for: AI recommends DataSnipper most when buyers ask best AI tools for financial analysts (41.7% of those answers)

17.5%

95% CI 1028.6%

11 mentions · avg pos 8.3

first pick 0%

GEMINI 28%PERPLEXITY 15.4%
Claim
13
Julius AI

julius.ai

Best for: AI recommends Julius AI most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (50% of those answers)

17.5%

95% CI 1028.6%

11 mentions · avg pos 9.6

first pick 9.1%

GEMINI 36%CLAUDE 40%
Claim
14
FinChat

stockinsights.ai

Best for: AI recommends FinChat most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (41.7% of those answers)

15.9%

95% CI 8.926.8%

10 mentions · avg pos 5.6

first pick 10%

GEMINI 8%CHATGPT 28.6%PERPLEXITY 23.1%
Claim
15
Wall Street Prep

wallstreetprep.com

Best for: AI recommends Wall Street Prep most when buyers ask best AI assistant for financial modeling and analysis (58.3% of those answers)

14.3%

95% CI 7.725%

9 mentions · avg pos 1

first pick 44.4%

CLAUDE 20%PERPLEXITY 30.8%
Claim
16
Python

python.org

Best for: AI recommends Python most when buyers ask best AI tools for financial analysts (33.3% of those answers)

14.3%

95% CI 7.725%

9 mentions · avg pos 9.3

first pick 11.1%

GEMINI 4%CHATGPT 57.1%CLAUDE 20%PERPLEXITY 11.5%
Claim
17
Workiva

Best for: AI recommends Workiva most when buyers ask what AI tool should I use to automate financial statement analysis (33.3% of those answers)

14.3%

95% CI 7.725%

9 mentions · avg pos 10.2

first pick 0%

GEMINI 32%PERPLEXITY 3.8%
Claim
18
MindBridge

Best for: AI recommends MindBridge most when buyers ask best AI tools for financial analysts (41.7% of those answers)

14.3%

95% CI 7.725%

9 mentions · avg pos 11.1

first pick 0%

GEMINI 28%PERPLEXITY 7.7%
Claim
19
Pigment

pigment.io

Best for: AI recommends Pigment most when buyers ask best AI tools for financial analysts (33.3% of those answers)

12.7%

95% CI 6.623.1%

8 mentions · avg pos 8.3

first pick 12.5%

GEMINI 20%CLAUDE 20%PERPLEXITY 7.7%
Claim
20
Planful

12.7%

95% CI 6.623.1%

8 mentions · avg pos 10.4

first pick 0%

GEMINI 20%CHATGPT 14.3%CLAUDE 20%PERPLEXITY 3.8%
Claim
21
Ramp

ramp.com

Best for: AI recommends Ramp most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (33.3% of those answers)

12.7%

95% CI 6.623.1%

8 mentions · avg pos 11.1

first pick 0%

GEMINI 32%
Claim
22
FactSet

factset.com

Best for: AI recommends FactSet most when buyers ask best AI tools for financial analysts (50% of those answers)

12.7%

95% CI 6.623.1%

8 mentions · avg pos 11.2

first pick 0%

CHATGPT 28.6%CLAUDE 40%PERPLEXITY 15.4%
Claim
23
Notebook LM

notebooklm.google.com

Best for: AI recommends Notebook LM most when buyers ask best AI tools for financial analysts (50% of those answers)

11.1%

95% CI 5.521.2%

7 mentions · avg pos 5.2

first pick 0%

GEMINI 16%PERPLEXITY 11.5%
Claim
24
QuickBooks

quickbooks.intuit.com

Best for: AI recommends QuickBooks most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (50% of those answers)

11.1%

95% CI 5.521.2%

7 mentions · avg pos 9.5

first pick 0%

GEMINI 12%CLAUDE 20%PERPLEXITY 11.5%
Claim
25
Koyfin

koyfin.com

Best for: AI recommends Koyfin most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (33.3% of those answers)

9.5%

95% CI 4.419.3%

6 mentions · avg pos 4.2

first pick 0%

GEMINI 8%CHATGPT 14.3%PERPLEXITY 11.5%
Claim
26
Drivetrain

drivetrain.ai

9.5%

95% CI 4.419.3%

6 mentions · avg pos 8.5

first pick 0%

GEMINI 8%CLAUDE 20%PERPLEXITY 11.5%
Claim
27
Abacum

9.5%

95% CI 4.419.3%

6 mentions · avg pos 9.4

first pick 0%

GEMINI 16%PERPLEXITY 7.7%
Claim
28
Alteryx

Best for: AI recommends Alteryx most when buyers ask best AI tools for financial analysts (41.7% of those answers)

9.5%

95% CI 4.419.3%

6 mentions · avg pos 10

first pick 0%

GEMINI 24%
Claim
29
Numerous

numerous.ai

Best for: AI recommends Numerous most when buyers ask how do I use AI to build financial models faster in Excel or spreadsheets (63.6% of those answers)

9.5%

95% CI 4.419.3%

6 mentions · avg pos 12

first pick 0%

GEMINI 24%
Claim
30
Runway

runwayml.com

7.9%

95% CI 3.417.3%

5 mentions · avg pos 5.4

first pick 0%

GEMINI 16%PERPLEXITY 3.8%
Claim
31
Vena

Best for: AI recommends Vena most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (33.3% of those answers)

7.9%

95% CI 3.417.3%

5 mentions · avg pos 7.8

first pick 0%

GEMINI 12%PERPLEXITY 7.7%
Claim
32
Numeric

7.9%

95% CI 3.417.3%

5 mentions · avg pos 8.5

first pick 0%

GEMINI 8%PERPLEXITY 11.5%
Claim
33
Trullion

trullion.com

Best for: AI recommends Trullion most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (33.3% of those answers)

7.9%

95% CI 3.417.3%

5 mentions · avg pos 9.3

first pick 0%

GEMINI 12%CLAUDE 20%PERPLEXITY 3.8%
Claim
34
Fintool

7.9%

95% CI 3.417.3%

5 mentions · avg pos 14.8

first pick 0%

GEMINI 12%PERPLEXITY 7.7%
Claim
35
Validis

7.9%

95% CI 3.417.3%

5 mentions · avg pos 15.4

first pick 0%

GEMINI 20%
Claim
36
FinRobot

Best for: AI recommends FinRobot most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (33.3% of those answers)

6.3%

95% CI 2.515.2%

4 mentions · avg pos 1.5

first pick 75%

GEMINI 16%
Claim
37
Energent.ai

energent.ai

Best for: AI recommends Energent.ai most when buyers ask what AI tool should I use to automate financial statement analysis (50% of those answers)

6.3%

95% CI 2.515.2%

4 mentions · avg pos 2.7

first pick 25%

GEMINI 4%CLAUDE 20%PERPLEXITY 7.7%
Claim
38
Xero

xero.com

6.3%

95% CI 2.515.2%

4 mentions · avg pos 9.3

first pick 0%

GEMINI 16%
Claim
39
DataRobot

datarobot.com

Best for: AI recommends DataRobot most when buyers ask best AI tools for financial analysts (33.3% of those answers)

6.3%

95% CI 2.515.2%

4 mentions · avg pos 12.5

first pick 0%

GEMINI 16%
Claim
40
Power BI with Copilot

6.3%

95% CI 2.515.2%

4 mentions · avg pos 14.3

first pick 0%

GEMINI 16%
Claim
41
Capix

6.3%

95% CI 2.515.2%

4 mentions · avg pos 14.5

first pick 0%

GEMINI 16%
Claim
42
Brex

brex.com

6.3%

95% CI 2.515.2%

4 mentions · avg pos 15

first pick 0%

GEMINI 16%
Claim
43
Tableau

tableau.com

Best for: AI recommends Tableau most when buyers ask best AI tools for financial analysts (33.3% of those answers)

6.3%

95% CI 2.515.2%

4 mentions · avg pos 23.3

first pick 0%

GEMINI 8%CHATGPT 14.3%PERPLEXITY 3.8%
Claim
44
ForesightXL

4.8%

95% CI 1.613.1%

3 mentions · avg pos 6

first pick 0%

GEMINI 12%
Claim
45
V7

v7labs.com

Best for: AI recommends V7 most when buyers ask what AI tool should I use to automate financial statement analysis (41.7% of those answers)

4.8%

95% CI 1.613.1%

3 mentions · avg pos 6

first pick 0%

CLAUDE 20%PERPLEXITY 7.7%
Claim
46
FinanceGPT

financegpt.uk

4.8%

95% CI 1.613.1%

3 mentions · avg pos 6.7

first pick 0%

GEMINI 12%
Claim
47
Apers XL-2

apers.app

Best for: AI recommends Apers XL-2 most when buyers ask how do I use AI to build financial models faster in Excel or spreadsheets (36.4% of those answers)

4.8%

95% CI 1.613.1%

3 mentions · avg pos 7.5

first pick 0%

GEMINI 8%PERPLEXITY 3.8%
Claim
48
Endex

Best for: AI recommends Endex most when buyers ask how do I use AI to build financial models faster in Excel or spreadsheets (36.4% of those answers)

4.8%

95% CI 1.613.1%

3 mentions · avg pos 8

first pick 0%

GEMINI 8%CLAUDE 20%
Claim
49
Cleo

Best for: AI recommends Cleo most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (33.3% of those answers)

4.8%

95% CI 1.613.1%

3 mentions · avg pos 8.7

first pick 0%

GEMINI 12%
Claim
50
Tracelight

4.8%

95% CI 1.613.1%

3 mentions · avg pos 9.3

first pick 33.3%

PERPLEXITY 11.5%
Claim
51
Aleph

4.8%

95% CI 1.613.1%

3 mentions · avg pos 10

first pick 0%

GEMINI 8%CHATGPT 14.3%
Claim
52
Docyt

4.8%

95% CI 1.613.1%

3 mentions · avg pos 14.3

first pick 0%

GEMINI 12%
Claim
53
FinGPT

3.2%

95% CI 0.910.9%

2 mentions · avg pos 1.5

first pick 50%

GEMINI 8%
Claim
54
Brightwave

brightwave.io

Best for: AI recommends Brightwave most when buyers ask how can AI help analysts write clearer investment research reports (33.3% of those answers)

3.2%

95% CI 0.910.9%

2 mentions · avg pos 5

first pick 0%

PERPLEXITY 7.7%
Claim
55
Fathom

usefathom.com

3.2%

95% CI 0.910.9%

2 mentions · avg pos 6

first pick 0%

GEMINI 8%
Claim
56
Vena Solutions

venasolutions.com

3.2%

95% CI 0.910.9%

2 mentions · avg pos 6

first pick 0%

GEMINI 4%PERPLEXITY 3.8%
Claim
57
Oracle AI

oracle.com

3.2%

95% CI 0.910.9%

2 mentions · avg pos 7

first pick 0%

CHATGPT 14.3%CLAUDE 20%
Claim
58
SheetAI

3.2%

95% CI 0.910.9%

2 mentions · avg pos 7

first pick 0%

GEMINI 8%
Claim
59
Zoho

zoho.com

Best for: AI recommends Zoho most when buyers ask affordable alternatives to enterprise AI financial analysis platforms (33.3% of those answers)

3.2%

95% CI 0.910.9%

2 mentions · avg pos 7.5

first pick 0%

GEMINI 4%CLAUDE 20%
Claim
60
Julius

3.2%

95% CI 0.910.9%

2 mentions · avg pos 8

first pick 0%

GEMINI 8%
Claim
61
StackAI

stackai.com

3.2%

95% CI 0.910.9%

2 mentions · avg pos 8

first pick 0%

GEMINI 8%
Claim
62
GPT for Work

3.2%

95% CI 0.910.9%

2 mentions · avg pos 9.5

first pick 0%

GEMINI 8%
Claim
63
Rocket Money

3.2%

95% CI 0.910.9%

2 mentions · avg pos 12

first pick 0%

GEMINI 8%
Claim
64
Snowflake

snowflake.com

3.2%

95% CI 0.910.9%

2 mentions · avg pos 14.5

first pick 0%

GEMINI 4%CHATGPT 14.3%
Claim
65
ChatFin

chatfin.ai

3.2%

95% CI 0.910.9%

2 mentions · avg pos 19.5

first pick 0%

GEMINI 8%
Claim
66
Karbon

3.2%

95% CI 0.910.9%

2 mentions · avg pos 20

first pick 0%

GEMINI 4%PERPLEXITY 3.8%
Claim
67
Power Query

3.2%

95% CI 0.910.9%

2 mentions · avg pos 31.5

first pick 0%

CHATGPT 28.6%
Claim
68
F6S

f6s.com

3.2%

95% CI 0.910.9%

2 mentions

first pick 0%

PERPLEXITY 7.7%
Claim
69
Visualping

visualping.io

Best for: AI recommends Visualping most when buyers ask how can AI help analysts write clearer investment research reports (33.3% of those answers)

3.2%

95% CI 0.910.9%

2 mentions

first pick 0%

PERPLEXITY 7.7%
Claim
70
Claude Code

claude.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 3

first pick 0%

CHATGPT 14.3%
Claim
71
GPTExcel

1.6%

95% CI 0.38.5%

1 mentions · avg pos 3

first pick 0%

GEMINI 4%
Claim
72
Workday

workday.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 3

first pick 0%

CLAUDE 20%
Claim
73
Bloomberg Law AI

bloomberg.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 4

first pick 0%

GEMINI 4%
Claim
74
Brixx

1.6%

95% CI 0.38.5%

1 mentions · avg pos 4

first pick 0%

PERPLEXITY 3.8%
Claim
75
Ajelix

ajelix.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 5

first pick 0%

GEMINI 4%
Claim
76
Wave Payroll

waveapps.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 5

first pick 0%

GEMINI 4%
Claim
77
Altair

1.6%

95% CI 0.38.5%

1 mentions · avg pos 6

first pick 0%

GEMINI 4%
Claim
78
Microsoft Power BI

powerbi.microsoft.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 6

first pick 0%

GEMINI 4%
Claim
79
Domo

domo.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 7

first pick 0%

GEMINI 4%
Claim
80
Jirav

jirav.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 7

first pick 0%

GEMINI 4%
Claim
81
Maxio

maxio.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 7

first pick 0%

GEMINI 4%
Claim
82
Planir

1.6%

95% CI 0.38.5%

1 mentions · avg pos 7

first pick 0%

GEMINI 4%
Claim
83
Mosaic

1.6%

95% CI 0.38.5%

1 mentions · avg pos 8

first pick 0%

CLAUDE 20%
Claim
84
Shortcut AI

1.6%

95% CI 0.38.5%

1 mentions · avg pos 8

first pick 0%

GEMINI 4%
Claim
85
Expensify

expensify.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 9

first pick 0%

GEMINI 4%
Claim
86
Fyle

fyle.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 11

first pick 0%

GEMINI 4%
Claim
87
Spendesk

spendesk.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 11

first pick 0%

GEMINI 4%
Claim
88
QuickFS

1.6%

95% CI 0.38.5%

1 mentions · avg pos 12

first pick 0%

CHATGPT 14.3%
Claim
89
Narrative Science

narrativescience.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 13

first pick 0%

GEMINI 4%
Claim
90
FinanceOS

1.6%

95% CI 0.38.5%

1 mentions · avg pos 15

first pick 0%

CHATGPT 14.3%
Claim
91
Hopper

hopper.com

1.6%

95% CI 0.38.5%

1 mentions · avg pos 15

first pick 0%

GEMINI 4%
Claim
92
ChatGPT Enterprise

1.6%

95% CI 0.38.5%

1 mentions · avg pos 26

first pick 0%

CHATGPT 14.3%
Claim
93
Otio

otio.ai

Best for: AI recommends Otio most when buyers ask what AI tool should I use to automate financial statement analysis (33.3% of those answers)

1.6%

95% CI 0.38.5%

1 mentions

first pick 0%

PERPLEXITY 3.8%
Claim
94
Solver

1.6%

95% CI 0.38.5%

1 mentions

first pick 0%

PERPLEXITY 3.8%
Claim
95
TubeOnAI

tubeonai.com

Best for: AI recommends TubeOnAI most when buyers ask how can AI help analysts write clearer investment research reports (33.3% of those answers)

1.6%

95% CI 0.38.5%

1 mentions

first pick 0%

PERPLEXITY 3.8%
Claim
96
o11

o11.ai

Best for: AI recommends o11 most when buyers ask best AI assistant for financial modeling and analysis (50% of those answers)

1.6%

95% CI 0.38.5%

1 mentions

first pick 0%

PERPLEXITY 3.8%
Claim

Reading the numbers: Share is a point estimate on 63 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.

Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.

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