AI Index / Business intelligence tools

Best Business intelligence tools

What AI assistants actually recommend when buyers ask about business intelligence tools — measured weekly across 3 engines, published as open data.

Updated 2026-08-01 · 49 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 weekly49 samples3 enginesmethodology

Sample: 49 AI answers · Window: Jul 4, 2026Aug 1, 2026 (4-week rolling) · trend vs prior 4 weeks (42 answers)

What is the best business intelligence tools?

Across 49 sampled AI answers from 3 engines, Power BI is recommended most often — appearing in 79.6% of recommendations, followed by Tableau (73.5%) and Looker (63.3%).

This is a measurement of share of voice across 3 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)

79.6%

95% CI 66.488.5%

39 mentions · avg pos 4.1

first pick 33.3%

GEMINI 81%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)

73.5%

95% CI 59.783.8%

36 mentions · avg pos 4.9

first pick 11.1%

GEMINI 76.2%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)

63.3%

95% CI 49.375.3%

31 mentions · avg pos 7.9

first pick 6.5%

GEMINI 71.4%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)

46.9%

95% CI 33.760.6%

23 mentions · avg pos 5.5

first pick 21.7%

GEMINI 38.1%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 (88.9% of those answers)

42.9%

95% CI 3056.7%

21 mentions · avg pos 4.2

first pick 38.1%

GEMINI 66.7%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 (77.8% of those answers)

38.8%

95% CI 26.452.8%

19 mentions · avg pos 6.9

first pick 0%

GEMINI 38.1%PERPLEXITY 52.4%
Claim
7
Sisense

sisense.com

Best for: AI recommends Sisense most when buyers ask which BI tool is best for embedding analytics in a SaaS product (88.9% of those answers)

32.7%

95% CI 21.246.6%

16 mentions · avg pos 7.5

first pick 0%

GEMINI 42.9%CLAUDE 28.6%PERPLEXITY 23.8%
Claim
8
Zoho

zoho.com

Best for: AI recommends Zoho most when buyers ask best BI platforms for creating dashboards from multiple data sources (88.9% of those answers)

30.6%

95% CI 19.544.5%

15 mentions · avg pos 7.1

first pick 0%

GEMINI 52.4%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
9
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)

28.6%

95% CI 17.842.4%

14 mentions · avg pos 3.1

first pick 42.9%

GEMINI 38.1%CLAUDE 28.6%PERPLEXITY 19%
Claim
10
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 17.842.4%

14 mentions · avg pos 5.7

first pick 7.1%

GEMINI 38.1%PERPLEXITY 28.6%
Claim
11
ThoughtSpot

thoughtspot.com

Best for: AI recommends ThoughtSpot most when buyers ask best business intelligence tools for data-driven teams (66.7% of those answers)

24.5%

95% CI 14.638.1%

12 mentions · avg pos 11.4

first pick 0%

GEMINI 19%CLAUDE 28.6%PERPLEXITY 28.6%
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)

20.4%

95% CI 11.533.6%

10 mentions · avg pos 3.8

first pick 20%

GEMINI 19%CLAUDE 28.6%PERPLEXITY 19%
Claim
13
Embeddable

embeddable.com

Best for: AI recommends Embeddable most when buyers ask which BI tool is best for embedding analytics in a SaaS product (66.7% of those answers)

18.4%

95% CI 1031.4%

9 mentions · avg pos 2.7

first pick 0%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 23.8%
Claim
14
Redash

redash.io

Best for: AI recommends Redash most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (77.8% of those answers)

18.4%

95% CI 1031.4%

9 mentions · avg pos 5.2

first pick 0%

GEMINI 23.8%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
15
Superset

Best for: AI recommends Superset most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (55.6% of those answers)

16.3%

95% CI 8.529%

8 mentions · avg pos 3.3

first pick 12.5%

GEMINI 14.3%CLAUDE 28.6%PERPLEXITY 14.3%
Claim
16
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 7.126.7%

7 mentions · avg pos 3.3

first pick 14.3%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
17
Luzmo

luzmo.com

Best for: AI recommends Luzmo most when buyers ask which BI tool is best for embedding analytics in a SaaS product (88.9% of those answers)

14.3%

95% CI 7.126.7%

7 mentions · avg pos 3.6

first pick 14.3%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 14.3%
Claim
18
Qrvey

qrvey.com

Best for: AI recommends Qrvey most when buyers ask which BI tool is best for embedding analytics in a SaaS product (77.8% of those answers)

14.3%

95% CI 7.126.7%

7 mentions · avg pos 5.8

first pick 28.6%

GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 19%
Claim
19
Holistics

holistics.io

Best for: AI recommends Holistics most when buyers ask which BI tool is best for embedding analytics in a SaaS product (77.8% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 1.6

first pick 50%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
20
GoodData

gooddata.com

Best for: AI recommends GoodData most when buyers ask which BI tool is best for embedding analytics in a SaaS product (55.6% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 3.6

first pick 0%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 9.5%
Claim
21
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 (66.7% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 7.5

first pick 0%

GEMINI 28.6%
Claim
22
dbt

getdbt.com

Best for: AI recommends dbt most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (77.8% of those answers)

12.2%

95% CI 5.724.2%

6 mentions · avg pos 8.2

first pick 0%

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

Best for: AI recommends BIRT most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (77.8% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 5.3

first pick 0%

GEMINI 9.5%PERPLEXITY 14.3%
Claim
24
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 (33.3% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 5.5

first pick 0%

GEMINI 9.5%PERPLEXITY 14.3%
Claim
25
Helical Insight

helicalinsight.com

Best for: AI recommends Helical Insight most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (44.4% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 7.5

first pick 0%

GEMINI 14.3%PERPLEXITY 9.5%
Claim
26
Lightdash

lightdash.io

Best for: AI recommends Lightdash most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (77.8% of those answers)

10.2%

95% CI 4.421.8%

5 mentions · avg pos 8.3

first pick 0%

GEMINI 9.5%PERPLEXITY 14.3%
Claim
27
Klipfolio

klipfolio.com

10.2%

95% CI 4.421.8%

5 mentions · avg pos 11.6

first pick 0%

GEMINI 14.3%PERPLEXITY 9.5%
Claim
28
Omni

8.2%

95% CI 3.219.2%

4 mentions · avg pos 3

first pick 0%

CLAUDE 14.3%PERPLEXITY 14.3%
Claim
29
Cube

cube.dev

8.2%

95% CI 3.219.2%

4 mentions · avg pos 3.7

first pick 0%

CLAUDE 14.3%PERPLEXITY 14.3%
Claim
30
KNIME

knime.com

Best for: AI recommends KNIME most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (55.6% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 3.8

first pick 0%

GEMINI 14.3%PERPLEXITY 4.8%
Claim
31
MicroStrategy

microstrategy.com

Best for: AI recommends MicroStrategy most when buyers ask best BI platforms for creating dashboards from multiple data sources (33.3% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 5

first pick 25%

GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
32
Pentaho

pentaho.com

Best for: AI recommends Pentaho most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (44.4% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 5.3

first pick 0%

GEMINI 4.8%PERPLEXITY 14.3%
Claim
33
Databox

Best for: AI recommends Databox most when buyers ask what should I use to build dashboards that connect to my database and spreadsheets (33.3% of those answers)

8.2%

95% CI 3.219.2%

4 mentions · avg pos 13.7

first pick 0%

GEMINI 14.3%CLAUDE 14.3%
Claim
34
Eclipse BIRT

eclipse.org

Best for: AI recommends Eclipse BIRT most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 4.7

first pick 0%

GEMINI 9.5%PERPLEXITY 4.8%
Claim
35
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 (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 5

first pick 0%

GEMINI 4.8%PERPLEXITY 9.5%
Claim
36
Jaspersoft

Best for: AI recommends Jaspersoft most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (44.4% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 7.7

first pick 0%

GEMINI 9.5%PERPLEXITY 4.8%
Claim
37
Coefficient

coefficient.io

6.1%

95% CI 2.116.5%

3 mentions · avg pos 8

first pick 0%

GEMINI 4.8%CLAUDE 14.3%PERPLEXITY 4.8%
Claim
38
Knowi

knowi.com

Best for: AI recommends Knowi most when buyers ask which BI tool is best for embedding analytics in a SaaS product (55.6% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 9

first pick 0%

GEMINI 9.5%CLAUDE 14.3%
Claim
39
Draxlr

draxlr.com

Best for: AI recommends Draxlr most when buyers ask which BI tool is best for embedding analytics in a SaaS product (55.6% of those answers)

6.1%

95% CI 2.116.5%

3 mentions · avg pos 20.3

first pick 0%

GEMINI 9.5%PERPLEXITY 4.8%
Claim
40
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 (33.3% of those answers)

6.1%

95% CI 2.116.5%

3 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
41
Softr

softr.io

4.1%

95% CI 1.113.7%

2 mentions · avg pos 3

first pick 0%

PERPLEXITY 9.5%
Claim
42
Basedash

basedash.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 4

first pick 0%

PERPLEXITY 9.5%
Claim
43
Sigma

sigmacomputing.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 4

first pick 0%

CLAUDE 14.3%PERPLEXITY 4.8%
Claim
44
DataBrain

4.1%

95% CI 1.113.7%

2 mentions · avg pos 5

first pick 0%

PERPLEXITY 9.5%
Claim
45
JasperReports Server

jaspersoft.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 6

first pick 0%

PERPLEXITY 9.5%
Claim
46
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 (55.6% of those answers)

4.1%

95% CI 1.113.7%

2 mentions · avg pos 7

first pick 0%

GEMINI 4.8%PERPLEXITY 4.8%
Claim
47
Evidence

Best for: AI recommends Evidence most when buyers ask open-source and affordable alternatives to large enterprise BI platforms (33.3% of those answers)

4.1%

95% CI 1.113.7%

2 mentions · avg pos 7

first pick 50%

GEMINI 4.8%PERPLEXITY 4.8%
Claim
48
Geckoboard

geckoboard.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 8

first pick 0%

GEMINI 9.5%
Claim
49
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 (33.3% of those answers)

4.1%

95% CI 1.113.7%

2 mentions · avg pos 10

first pick 0%

GEMINI 4.8%CLAUDE 14.3%
Claim
50
ReportServer

4.1%

95% CI 1.113.7%

2 mentions · avg pos 10

first pick 0%

GEMINI 9.5%
Claim
51
React

react.dev

Best for: AI recommends React most when buyers ask which BI tool is best for embedding analytics in a SaaS product (44.4% of those answers)

4.1%

95% CI 1.113.7%

2 mentions · avg pos 11

first pick 0%

GEMINI 4.8%PERPLEXITY 4.8%
Claim
52
Toucan

4.1%

95% CI 1.113.7%

2 mentions · avg pos 12

first pick 0%

GEMINI 9.5%
Claim
53
Databricks

databricks.com

4.1%

95% CI 1.113.7%

2 mentions

first pick 0%

CLAUDE 14.3%PERPLEXITY 4.8%
Claim
54
GoodData.AI

gooddata.ai

Best for: AI recommends GoodData.AI most when buyers ask traditional BI platforms vs modern embedded analytics tools for SaaS (44.4% of those answers)

4.1%

95% CI 1.113.7%

2 mentions

first pick 0%

PERPLEXITY 9.5%
Claim
55
Logz.io

logz.io

Best for: AI recommends Logz.io most when buyers ask best BI platforms for creating dashboards from multiple data sources (33.3% of those answers)

4.1%

95% CI 1.113.7%

2 mentions

first pick 0%

PERPLEXITY 9.5%
Claim
56
Explo

explo.co

2%

95% CI 0.410.7%

1 mentions · avg pos 1

first pick 100%

CLAUDE 14.3%
Claim
57
Stacker

stackerhq.com

2%

95% CI 0.410.7%

1 mentions · avg pos 2

first pick 0%

PERPLEXITY 4.8%
Claim
58
Amazon QuickSight

2%

95% CI 0.410.7%

1 mentions · avg pos 3

first pick 0%

CLAUDE 14.3%
Claim
59
Upsolve

upsolve.ai

Best for: AI recommends Upsolve most when buyers ask which BI tool is best for embedding analytics in a SaaS product (33.3% of those answers)

2%

95% CI 0.410.7%

1 mentions · avg pos 3

first pick 0%

PERPLEXITY 4.8%
Claim
60
Google Analytics

analytics.google.com

2%

95% CI 0.410.7%

1 mentions · avg pos 4

first pick 0%

GEMINI 4.8%
Claim
61
Oracle AI

oracle.com

2%

95% CI 0.410.7%

1 mentions · avg pos 10

first pick 0%

GEMINI 4.8%
Claim
62
Julius AI

julius.ai

2%

95% CI 0.410.7%

1 mentions · avg pos 12

first pick 0%

GEMINI 4.8%
Claim
63
Ajelix

ajelix.com

2%

95% CI 0.410.7%

1 mentions · avg pos 21

first pick 0%

GEMINI 4.8%
Claim
64
AWS

aws.amazon.com

2%

95% CI 0.410.7%

1 mentions · avg pos 41

first pick 0%

GEMINI 4.8%
Claim
65
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 (33.3% of those answers)

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
66
Opsgenie

atlassian.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
67
PostHog

posthog.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
68
Reveal BI

revealbi.io

Best for: AI recommends Reveal BI most when buyers ask traditional BI platforms vs modern embedded analytics tools for SaaS (44.4% of those answers)

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
69
Stackby

stackby.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
70
TechTarget

techtarget.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
71
Trevor.io

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
72
Zapier AI

zapier.com

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim
73
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 (33.3% of those answers)

2%

95% CI 0.410.7%

1 mentions

first pick 0%

PERPLEXITY 4.8%
Claim

Reading the numbers: Share is a point estimate on 49 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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