AI Index / Business intelligence tools

Best Business intelligence tools

What AI assistants actually recommend when buyers ask about business intelligence tools — measured weekly across 4 engines, published as open data.

Updated 2026-08-02 · 56 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 weekly56 samples4 enginesmethodology

Sample: 56 AI answers · Window: Jul 5, 2026Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (42 answers)

What is the best business intelligence tools?

Across 56 sampled AI answers from 4 engines, Power BI is recommended most often — appearing in 82.1% of recommendations, followed by Tableau (76.8%) and Looker (67.9%).

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

#ProductShareTrendEngines
1
Power BI

Best for: AI recommends Power BI most when buyers ask best BI platforms for creating dashboards from multiple data sources (100% of those answers)

82.1%

95% CI 70.290%

46 mentions · avg pos 4.7

first pick 37%

GEMINI 81%CHATGPT 100%CLAUDE 100%PERPLEXITY 71.4%
Claim
2
Tableau

tableau.com

Best for: AI recommends Tableau most when buyers ask best BI platforms for creating dashboards from multiple data sources (100% of those answers)

76.8%

95% CI 64.285.9%

43 mentions · avg pos 6.3

first pick 9.3%

GEMINI 76.2%CHATGPT 100%CLAUDE 71.4%PERPLEXITY 71.4%
Claim
3
Looker

looker.com

Best for: AI recommends Looker most when buyers ask best business intelligence tools for data-driven teams (100% of those answers)

67.9%

95% CI 54.878.6%

38 mentions · avg pos 8.8

first pick 7.9%

GEMINI 71.4%CHATGPT 100%CLAUDE 57.1%PERPLEXITY 57.1%
Claim
4
Metabase

metabase.com

Best for: AI recommends Metabase most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (100% of those answers)

50%

95% CI 37.362.7%

28 mentions · avg pos 7.5

first pick 17.9%

GEMINI 38.1%CHATGPT 71.4%CLAUDE 42.9%PERPLEXITY 57.1%
Claim
5
Microsoft Power BI

powerbi.microsoft.com

Best for: AI recommends Microsoft Power BI most when buyers ask best BI platforms for creating dashboards from multiple data sources (90% of those answers)

46.4%

95% CI 3459.3%

26 mentions · avg pos 4.4

first pick 42.3%

GEMINI 66.7%CHATGPT 71.4%CLAUDE 28.6%PERPLEXITY 23.8%
Claim
6
Domo

domo.com

Best for: AI recommends Domo most when buyers ask best business intelligence tools for data-driven teams (80% of those answers)

35.7%

95% CI 24.548.8%

20 mentions · avg pos 9.9

first pick 0%

GEMINI 38.1%CHATGPT 14.3%PERPLEXITY 52.4%
Claim
7
Excel

Best for: AI recommends Excel most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (100% of those answers)

30.4%

95% CI 19.943.3%

17 mentions · avg pos 3.3

first pick 35.3%

GEMINI 38.1%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 19%
Claim
8
Sisense

sisense.com

Best for: AI recommends Sisense most when buyers ask which BI tool is best for embedding analytics in a SaaS product (80% of those answers)

30.4%

95% CI 19.943.3%

17 mentions · avg pos 7.5

first pick 0%

GEMINI 42.9%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 23.8%
Claim
9
Qlik Sense

qlik.com

Best for: AI recommends Qlik Sense most when buyers ask best BI platforms for creating dashboards from multiple data sources (100% of those answers)

28.6%

95% CI 18.441.5%

16 mentions · avg pos 9.9

first pick 6.3%

GEMINI 38.1%CHATGPT 28.6%PERPLEXITY 28.6%
Claim
10
ThoughtSpot

thoughtspot.com

Best for: AI recommends ThoughtSpot most when buyers ask best business intelligence tools for data-driven teams (70% of those answers)

28.6%

95% CI 18.441.5%

16 mentions · avg pos 16.9

first pick 0%

GEMINI 19%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 28.6%
Claim
11
Zoho

zoho.com

Best for: AI recommends Zoho most when buyers ask best BI platforms for creating dashboards from multiple data sources (80% of those answers)

26.8%

95% CI 1739.6%

15 mentions · avg pos 7.1

first pick 0%

GEMINI 52.4%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
12
Apache Superset

superset.apache.org

Best for: AI recommends Apache Superset most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (100% of those answers)

23.2%

95% CI 14.135.8%

13 mentions · avg pos 9.7

first pick 15.4%

GEMINI 19%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 19%
Claim
13
Superset

Best for: AI recommends Superset most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (60% of those answers)

19.6%

95% CI 11.331.8%

11 mentions · avg pos 10.8

first pick 9.1%

GEMINI 14.3%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 14.3%
Claim
14
Redash

redash.io

Best for: AI recommends Redash most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (80% of those answers)

17.9%

95% CI 1029.8%

10 mentions · avg pos 7.2

first pick 0%

GEMINI 23.8%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
15
Embeddable

embeddable.com

Best for: AI recommends Embeddable most when buyers ask which BI tool is best for embedding analytics in a SaaS product (60% of those answers)

16.1%

95% CI 8.727.8%

9 mentions · avg pos 2.7

first pick 0%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 23.8%
Claim
16
Luzmo

luzmo.com

Best for: AI recommends Luzmo most when buyers ask which BI tool is best for embedding analytics in a SaaS product (80% of those answers)

14.3%

95% CI 7.425.7%

8 mentions · avg pos 3.6

first pick 12.5%

GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
17
Google Sheets

sheets.google.com

Best for: AI recommends Google Sheets most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (100% of those answers)

14.3%

95% CI 7.425.7%

8 mentions · avg pos 4.4

first pick 12.5%

GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
18
dbt

getdbt.com

Best for: AI recommends dbt most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (80% of those answers)

14.3%

95% CI 7.425.7%

8 mentions · avg pos 8.3

first pick 0%

GEMINI 9.5%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
19
Sigma

sigmacomputing.com

Best for: AI recommends Sigma most when buyers ask best BI platforms for creating dashboards from multiple data sources (30% of those answers)

14.3%

95% CI 7.425.7%

8 mentions · avg pos 16.2

first pick 0%

CHATGPT 85.7%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
20
Holistics

holistics.io

Best for: AI recommends Holistics most when buyers ask which BI tool is best for embedding analytics in a SaaS product (80% of those answers)

12.5%

95% CI 6.223.6%

7 mentions · avg pos 1.7

first pick 42.9%

GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
21
Qrvey

qrvey.com

Best for: AI recommends Qrvey most when buyers ask which BI tool is best for embedding analytics in a SaaS product (70% of those answers)

12.5%

95% CI 6.223.6%

7 mentions · avg pos 5.8

first pick 28.6%

GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 19%
Claim
22
GoodData

gooddata.com

Best for: AI recommends GoodData most when buyers ask which BI tool is best for embedding analytics in a SaaS product (50% of those answers)

10.7%

95% CI 521.5%

6 mentions · avg pos 3.6

first pick 0%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
23
Microsoft

microsoft.com

10.7%

95% CI 521.5%

6 mentions · avg pos 5

first pick 50%

CHATGPT 85.7%
Claim
24
BIRT

Best for: AI recommends BIRT most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (80% of those answers)

10.7%

95% CI 521.5%

6 mentions · avg pos 5.3

first pick 0%

GEMINI 9.5%CHATGPT 14.3%PERPLEXITY 14.3%
Claim
25
Google Data Studio

datastudio.google.com

Best for: AI recommends Google Data Studio most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (60% of those answers)

10.7%

95% CI 521.5%

6 mentions · avg pos 7.5

first pick 0%

GEMINI 28.6%
Claim
26
Lightdash

lightdash.io

Best for: AI recommends Lightdash most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (80% of those answers)

10.7%

95% CI 521.5%

6 mentions · avg pos 8.6

first pick 0%

GEMINI 9.5%CHATGPT 14.3%PERPLEXITY 14.3%
Claim
27
Databricks

databricks.com

10.7%

95% CI 521.5%

6 mentions · avg pos 26.3

first pick 0%

CHATGPT 57.1%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
28
Omni

Best for: AI recommends Omni most when buyers ask which BI tool is best for embedding analytics in a SaaS product (30% of those answers)

8.9%

95% CI 3.919.3%

5 mentions · avg pos 3

first pick 0%

CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
29
Google Looker Studio

lookerstudio.google.com

Best for: AI recommends Google Looker Studio most when buyers ask best BI platforms for creating dashboards from multiple data sources (30% of those answers)

8.9%

95% CI 3.919.3%

5 mentions · avg pos 5.5

first pick 0%

GEMINI 9.5%PERPLEXITY 14.3%
Claim
30
Helical Insight

helicalinsight.com

Best for: AI recommends Helical Insight most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (40% of those answers)

8.9%

95% CI 3.919.3%

5 mentions · avg pos 7.5

first pick 0%

GEMINI 14.3%PERPLEXITY 9.5%
Claim
31
Klipfolio

klipfolio.com

8.9%

95% CI 3.919.3%

5 mentions · avg pos 11.6

first pick 0%

GEMINI 14.3%PERPLEXITY 9.5%
Claim
32
Amazon QuickSight

8.9%

95% CI 3.919.3%

5 mentions · avg pos 27.2

first pick 0%

CHATGPT 57.1%CLAUDE 14.3%
Claim
33
Cube

cube.dev

7.1%

95% CI 2.817%

4 mentions · avg pos 3.7

first pick 0%

CLAUDE 14.3%PERPLEXITY 14.3%
Claim
34
KNIME

knime.com

Best for: AI recommends KNIME most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (50% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 3.8

first pick 0%

GEMINI 14.3%PERPLEXITY 4.8%
Claim
35
Eclipse BIRT

eclipse.org

Best for: AI recommends Eclipse BIRT most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (40% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 4.7

first pick 0%

GEMINI 9.5%CHATGPT 14.3%PERPLEXITY 4.8%
Claim
36
MicroStrategy

microstrategy.com

Best for: AI recommends MicroStrategy most when buyers ask best BI platforms for creating dashboards from multiple data sources (30% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 5

first pick 25%

GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
37
Pentaho

pentaho.com

Best for: AI recommends Pentaho most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (40% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 5.3

first pick 0%

GEMINI 4.8%PERPLEXITY 14.3%
Claim
38
Jaspersoft

Best for: AI recommends Jaspersoft most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (50% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 7.7

first pick 0%

GEMINI 9.5%CHATGPT 14.3%PERPLEXITY 4.8%
Claim
39
Databox

Best for: AI recommends Databox most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (30% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 13.7

first pick 0%

GEMINI 14.3%CLAUDE 14.3%
Claim
40
React

react.dev

Best for: AI recommends React most when buyers ask which BI tool is best for embedding analytics in a SaaS product (50% of those answers)

7.1%

95% CI 2.817%

4 mentions · avg pos 16.7

first pick 0%

GEMINI 4.8%CHATGPT 28.6%PERPLEXITY 4.8%
Claim
41
Airtable

airtable.com

Best for: AI recommends Airtable most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (30% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 5

first pick 0%

GEMINI 4.8%PERPLEXITY 9.5%
Claim
42
Evidence

Best for: AI recommends Evidence most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (40% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 7

first pick 33.3%

GEMINI 4.8%CHATGPT 14.3%PERPLEXITY 4.8%
Claim
43
Coefficient

coefficient.io

5.4%

95% CI 1.814.6%

3 mentions · avg pos 8

first pick 0%

GEMINI 4.8%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
44
Knowi

knowi.com

Best for: AI recommends Knowi most when buyers ask which BI tool is best for embedding analytics in a SaaS product (50% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 9

first pick 0%

GEMINI 9.5%CLAUDE 14.3%
Claim
45
Draxlr

draxlr.com

Best for: AI recommends Draxlr most when buyers ask which BI tool is best for embedding analytics in a SaaS product (50% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 20.3

first pick 0%

GEMINI 9.5%PERPLEXITY 4.8%
Claim
46
Python

python.org

Best for: AI recommends Python most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (40% of those answers)

5.4%

95% CI 1.814.6%

3 mentions · avg pos 21.5

first pick 0%

GEMINI 4.8%CHATGPT 14.3%CLAUDE 14.3%
Claim
47
AWS

aws.amazon.com

5.4%

95% CI 1.814.6%

3 mentions · avg pos 50.3

first pick 0%

GEMINI 4.8%CHATGPT 28.6%
Claim
48
Toucan Toco

toucantoco.com

Best for: AI recommends Toucan Toco most when buyers ask how do I enable self-serve reporting for non-technical team members (30% of those answers)

5.4%

95% CI 1.814.6%

3 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
49
Explo

explo.co

3.6%

95% CI 112.1%

2 mentions · avg pos 1

first pick 50%

CHATGPT 14.3%CLAUDE 14.3%
Claim
50
Softr

softr.io

3.6%

95% CI 112.1%

2 mentions · avg pos 3

first pick 0%

PERPLEXITY 9.5%
Claim
51
Basedash

basedash.com

3.6%

95% CI 112.1%

2 mentions · avg pos 4

first pick 0%

PERPLEXITY 9.5%
Claim
52
Google Analytics

analytics.google.com

3.6%

95% CI 112.1%

2 mentions · avg pos 4

first pick 0%

GEMINI 4.8%CHATGPT 14.3%
Claim
53
DataBrain

3.6%

95% CI 112.1%

2 mentions · avg pos 5

first pick 0%

PERPLEXITY 9.5%
Claim
54
JasperReports Server

jaspersoft.com

3.6%

95% CI 112.1%

2 mentions · avg pos 6

first pick 0%

PERPLEXITY 9.5%
Claim
55
Bold BI

boldbi.com

Best for: AI recommends Bold BI most when buyers ask which BI tool is best for embedding analytics in a SaaS product (50% of those answers)

3.6%

95% CI 112.1%

2 mentions · avg pos 7

first pick 0%

GEMINI 4.8%PERPLEXITY 4.8%
Claim
56
Geckoboard

geckoboard.com

3.6%

95% CI 112.1%

2 mentions · avg pos 8

first pick 0%

GEMINI 9.5%
Claim
57
Oracle AI

oracle.com

3.6%

95% CI 112.1%

2 mentions · avg pos 10

first pick 0%

GEMINI 4.8%CHATGPT 14.3%
Claim
58
ReportServer

3.6%

95% CI 112.1%

2 mentions · avg pos 10

first pick 0%

GEMINI 9.5%
Claim
59
Toucan

3.6%

95% CI 112.1%

2 mentions · avg pos 12

first pick 0%

GEMINI 9.5%
Claim
60
GoodData.AI

gooddata.ai

Best for: AI recommends GoodData.AI most when buyers ask traditional BI platforms vs modern embedded analytics tools for SaaS (40% of those answers)

3.6%

95% CI 112.1%

2 mentions

first pick 0%

PERPLEXITY 9.5%
Claim
61
Logz.io

logz.io

Best for: AI recommends Logz.io most when buyers ask best BI platforms for creating dashboards from multiple data sources (30% of those answers)

3.6%

95% CI 112.1%

2 mentions

first pick 0%

PERPLEXITY 9.5%
Claim
62
Stacker

stackerhq.com

1.8%

95% CI 0.39.4%

1 mentions · avg pos 2

first pick 0%

PERPLEXITY 4.8%
Claim
63
Upsolve

upsolve.ai

Best for: AI recommends Upsolve most when buyers ask which BI tool is best for embedding analytics in a SaaS product (30% of those answers)

1.8%

95% CI 0.39.4%

1 mentions · avg pos 3

first pick 0%

PERPLEXITY 4.8%
Claim
64
Julius AI

julius.ai

1.8%

95% CI 0.39.4%

1 mentions · avg pos 12

first pick 0%

GEMINI 4.8%
Claim
65
Ajelix

ajelix.com

1.8%

95% CI 0.39.4%

1 mentions · avg pos 21

first pick 0%

GEMINI 4.8%
Claim
66
Streamlit

1.8%

95% CI 0.39.4%

1 mentions · avg pos 32

first pick 0%

CHATGPT 14.3%
Claim
67
Chart.js

chartjs.org

1.8%

95% CI 0.39.4%

1 mentions · avg pos 37

first pick 0%

CHATGPT 14.3%
Claim
68
F6S

f6s.com

Best for: AI recommends F6S most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (30% of those answers)

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
69
Opsgenie

atlassian.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
70
PostHog

posthog.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
71
Reveal BI

revealbi.io

Best for: AI recommends Reveal BI most when buyers ask traditional BI platforms vs modern embedded analytics tools for SaaS (40% of those answers)

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
72
Stackby

stackby.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
73
TechTarget

techtarget.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
74
Trevor.io

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
75
Zapier AI

zapier.com

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
76
Zendo

zite.com

Best for: AI recommends Zendo most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (30% of those answers)

1.8%

95% CI 0.39.4%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim

Reading the numbers: Share is a point estimate on 56 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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