BI buying prompt leaders

As of

All 16 prompts by leading brand engine consensus

Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability. leads at 66.7%; the middle of the board sits at 66.7%.

Ahead of second place: 0%
Held by the top three: 24%
Middle of the board: 66.7%
Below half the leader: 6 of 16

Rank, name and leading brand engine consensusMiddle 66.7%

1Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.66.7%
2What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?66.7%
3When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?66.7%
4Create a shortlist of analytics and business intelligence vendors for a global enterprise standardizing reports, metrics, and exploration.66.7%
5Recommend a business intelligence platform for live analysis on a modern cloud warehouse without unnecessary data extracts.66.7%
6Recommend a BI platform for executive scorecards, board reporting, scheduled distribution, mobile access, and trusted company metrics.66.7%
7Which business intelligence platforms are best for governed self-service analysis by business users and analysts?66.7%
8Compare business intelligence platforms on modeling, governance, visualization, performance, collaboration, embedding, AI, and support.66.7%
9Which BI platforms provide the strongest governed natural-language query, automated insight, and generative AI analysis experience?66.7%
10Which analytics platforms are strongest for embedding branded dashboards, metrics, and interactive exploration into a SaaS product?66.7%
11How should a buyer compare BI pricing across creators, viewers, capacity, embedded usage, data volume, and premium features?33.3%
12Compare BI vendors on private connectivity, encryption, identity, audit logs, data residency, and regulated-industry controls.33.3%
13Create a proof-of-concept scorecard for BI platforms covering time to insight, metric consistency, query speed, adoption, and administration.33.3%
14Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management.33.3%
15Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?33.3%
16Which criteria expose lock-in and migration risk when selecting a strategic business intelligence platform?0.0%

Rank changes since Aug 15

Snapshots of Aug 15 and Sep 23

When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?#14 → #3▲11
Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.#12 → #1▲11
Compare BI vendors on private connectivity, encryption, identity, audit logs, data residency, and regulated-industry controls.#4 → #12▼8
Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?#11 → #15▼4
Which BI platforms provide the strongest governed natural-language query, automated insight, and generative AI analysis experience?#5 → #9▼4
Create a proof-of-concept scorecard for BI platforms covering time to insight, metric consistency, query speed, adoption, and administration.#16 → #13▲3

Follow this board's changes (RSS)

The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.

leading brand owned citation coverage: 0 on 9 of 16 rows · 3 checks behind each row · 100% confidence across rows.

BI and Analytics prompt brand leaders current rankings
Rank	Name	Leading brand engine consensus	Presence events	Citation URLS	Distinct reviewed brands	Change	Why
01	Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.	66.7%	5	12	4	11	This rank Run it
02	What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?	66.7%	8	8	6	1	Showing Run it
03	When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?	66.7%	4	12	3	11	This rank Run it
04	Create a shortlist of analytics and business intelligence vendors for a global enterprise standardizing reports, metrics, and exploration.	66.7%	14	12	10	2	This rank Run it
05	Recommend a business intelligence platform for live analysis on a modern cloud warehouse without unnecessary data extracts.	66.7%	9	11	6	2	This rank Run it
06	Recommend a BI platform for executive scorecards, board reporting, scheduled distribution, mobile access, and trusted company metrics.	66.7%	8	10	5	2	This rank Run it
07	Which business intelligence platforms are best for governed self-service analysis by business users and analysts?	66.7%	13	13	8	1	This rank Run it
08	Compare business intelligence platforms on modeling, governance, visualization, performance, collaboration, embedding, AI, and support.	66.7%	10	5	6	1	This rank Run it
09	Which BI platforms provide the strongest governed natural-language query, automated insight, and generative AI analysis experience?	66.7%	10	14	6	4	This rank Run it
10	Which analytics platforms are strongest for embedding branded dashboards, metrics, and interactive exploration into a SaaS product?	66.7%	9	10	5	3	This rank Run it
11	How should a buyer compare BI pricing across creators, viewers, capacity, embedded usage, data volume, and premium features?	33.3%	3	12	3	1	This rank Run it
12	Compare BI vendors on private connectivity, encryption, identity, audit logs, data residency, and regulated-industry controls.	33.3%	5	15	5	8	This rank Run it
13	Create a proof-of-concept scorecard for BI platforms covering time to insight, metric consistency, query speed, adoption, and administration.	33.3%	4	0	4	3	This rank Run it
14	Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management.	33.3%	3	8	3	1	This rank Run it
15	Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?	33.3%	1	9	1	4	This rank Run it
16	Which criteria expose lock-in and migration risk when selecting a strategic business intelligence platform?	0.0%	0	13	0	1	This rank Run it

leading brand owned citation coverage: 0 on 9 of 16 rows · 3 checks behind each row · 100% confidence across rows.

BI and Analytics prompt brand leaders current rankings
Rank	Name	Leading brand engine consensus	Presence events	Citation URLS	Distinct reviewed brands	Change	Why
01	Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.	66.7%	5	12	4	11	This rank Run it
02	What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?	66.7%	8	8	6	1	Showing Run it
03	When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?	66.7%	4	12	3	11	This rank Run it
04	Create a shortlist of analytics and business intelligence vendors for a global enterprise standardizing reports, metrics, and exploration.	66.7%	14	12	10	2	This rank Run it
05	Recommend a business intelligence platform for live analysis on a modern cloud warehouse without unnecessary data extracts.	66.7%	9	11	6	2	This rank Run it
06	Recommend a BI platform for executive scorecards, board reporting, scheduled distribution, mobile access, and trusted company metrics.	66.7%	8	10	5	2	This rank Run it
07	Which business intelligence platforms are best for governed self-service analysis by business users and analysts?	66.7%	13	13	8	1	This rank Run it
08	Compare business intelligence platforms on modeling, governance, visualization, performance, collaboration, embedding, AI, and support.	66.7%	10	5	6	1	This rank Run it
09	Which BI platforms provide the strongest governed natural-language query, automated insight, and generative AI analysis experience?	66.7%	10	14	6	4	This rank Run it
10	Which analytics platforms are strongest for embedding branded dashboards, metrics, and interactive exploration into a SaaS product?	66.7%	9	10	5	3	This rank Run it
11	How should a buyer compare BI pricing across creators, viewers, capacity, embedded usage, data volume, and premium features?	33.3%	3	12	3	1	This rank Run it
12	Compare BI vendors on private connectivity, encryption, identity, audit logs, data residency, and regulated-industry controls.	33.3%	5	15	5	8	This rank Run it
13	Create a proof-of-concept scorecard for BI platforms covering time to insight, metric consistency, query speed, adoption, and administration.	33.3%	4	0	4	3	This rank Run it
14	Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management.	33.3%	3	8	3	1	This rank Run it
15	Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?	33.3%	1	9	1	4	This rank Run it
16	Which criteria expose lock-in and migration risk when selecting a strategic business intelligence platform?	0.0%	0	13	0	1	This rank Run it

Primary brandQuestion typeModel APIQuestion contains

Run a question live

41.7%

of these answers name or cite Microsoft Power BI

20 of 48 answers

30.3%

Its share of the compared brands' appearances

3

Answers citing its own site

6 links to its domains

2 of 3

Model APIs that name it

The compared brands across the filtered answers
Brand	Named or cited	Against primary	Share of compared	Mentions	Answers citing it	Links to its site	Model APIs
Microsoft Power BImicrosoft.com	41.7%20 of 48	Primary	30.3%	39	3	6	2 of 3
Tableautableau.com	41.7%20 of 48	0.0 pts	30.3%	44	3	3	2 of 3
Google Lookercloud.google.com	33.3%16 of 48	-8.3 pts	24.2%	31	0	0	2 of 3
Qlik Cloud Analyticsqlik.com	20.8%10 of 48	-20.8 pts	15.2%	16	1	1	2 of 3

Compared brands named in each answer, by question and model API
Question	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01Which business intelligence platforms are best for governed self-service analysis by business users and analysts?Recommendation	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 5 sources`6ffea317`	None named 0 sources`0cf07357`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 9 sources`67862a4c`
02Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.Recommendation	Microsoft Power BITableauGoogle Looker 4 sources`35f742af`	None named 0 sources`3773872a`	None named 8 sources`778e12e3`
03Which analytics platforms are strongest for embedding branded dashboards, metrics, and interactive exploration into a SaaS product?Recommendation	Microsoft Power BITableauGoogle Looker 6 sources`d6f354e2`	None named 0 sources`7bf32774`	Microsoft Power BITableauGoogle Looker 6 sources`9a95e1f1`
04Recommend a BI platform for executive scorecards, board reporting, scheduled distribution, mobile access, and trusted company metrics.Recommendation	Microsoft Power BI, cited 4TableauGoogle LookerQlik Cloud Analytics 5 sources`44bc58d9`	None named 0 sources`eeaca107`	Microsoft Power BITableau, cited 1 5 sources`10aefcb7`
05Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?Recommendation	Google Looker 4 sources`a34e5ee4`	None named 0 sources`1d064f67`	None named 5 sources`08f8a3f6`
06Recommend a business intelligence platform for live analysis on a modern cloud warehouse without unnecessary data extracts.Recommendation	TableauGoogle LookerQlik Cloud Analytics 5 sources`1eb8dc2a`	None named 0 sources`abbcd3c1`	Qlik Cloud Analytics, cited 1 6 sources`0a1b617d`
07Which BI platforms provide the strongest governed natural-language query, automated insight, and generative AI analysis experience?Recommendation	Microsoft Power BITableau 6 sources`5a8b0a7f`	None named 0 sources`c7cfbb2a`	Microsoft Power BITableauQlik Cloud Analytics 10 sources`e3afa75c`
08What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?Recommendation	Microsoft Power BIGoogle Looker 5 sources`6e1eba3e`	None named 0 sources`e6102724`	Microsoft Power BITableauGoogle Looker 6 sources`d73796a7`
09Compare business intelligence platforms on modeling, governance, visualization, performance, collaboration, embedding, AI, and support.Commercial comparison	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 0 sources`4c9025ad`	None named 0 sources`8296a223`	Microsoft Power BITableauGoogle Looker 5 sources`a1a6d673`
10How should a buyer compare BI pricing across creators, viewers, capacity, embedded usage, data volume, and premium features?Commercial comparison	None named 9 sources`4a1411b7`	None named 0 sources`04abe352`	Microsoft Power BI, cited 1Tableau 4 sources`880e3bcd`
11Create a proof-of-concept scorecard for BI platforms covering time to insight, metric consistency, query speed, adoption, and administration.Commercial comparison	None named 0 sources`b01ee903`	None named 0 sources`ea5282e9`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 0 sources`efd0e041`
12Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management.Commercial comparison	Microsoft Power BITableauGoogle Looker 0 sources`81a8ed50`	None named 0 sources`717a056c`	None named 8 sources`68472678`
13Which criteria expose lock-in and migration risk when selecting a strategic business intelligence platform?Commercial comparison	None named 8 sources`a034147b`	None named 0 sources`70bc70f4`	None named 6 sources`567d24b4`
14Compare BI vendors on private connectivity, encryption, identity, audit logs, data residency, and regulated-industry controls.Commercial comparison	Microsoft Power BITableauGoogle Looker 6 sources`706e7b09`	None named 0 sources`8db6e2ae`	None named 9 sources`162fc82e`
15Create a shortlist of analytics and business intelligence vendors for a global enterprise standardizing reports, metrics, and exploration.Commercial comparison	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 6 sources`d8a179e3`	None named 0 sources`b6df6cfa`	Microsoft Power BITableau, cited 1Qlik Cloud Analytics 6 sources`0fcd6194`
16When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?Commercial comparison	Microsoft Power BI, cited 1Tableau, cited 1 5 sources`ddd1bfe4`	None named 0 sources`2d3e8d31`	None named 8 sources`d8f47973`

Sites cited in the filtered answers
Site	Answers citing it	Distinct pages	Model APIs	Best position
domo.com	16	9	2	1
holistics.io	6	4	2	1
omni.co	6	3	2	1
rank.ai	5	5	2	1
monday.com	5	1	2	1
ovaledge.com	4	4	2	1
reddit.com	4	3	2	2
microsoft.com	3	3	2	1
querio.ai	3	3	2	1
cube.dev	3	3	2	2
draxlr.com	3	3	2	2
tableau.com	3	3	2	2
linkedin.com	3	3	1	4
improvado.io	3	2	2	1
gooddata.ai	3	1	2	1
embeddable.com	2	2	2	1
basedash.com	2	2	1	2
thoughtspot.com	2	2	2	2
youtube.com	2	2	1	2
qrvey.com	2	2	1	3

What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.bi-analytics-platforms-2026-07-27 / 4-bi-analytics-platforms-2026-07-27-models-64232fd32583

Primary brandQuestion typeModel APIQuestion contains

Run a question live

41.7%

of these answers name or cite Microsoft Power BI

20 of 48 answers

30.3%

Its share of the compared brands' appearances

3

Answers citing its own site

6 links to its domains

2 of 3

Model APIs that name it

The compared brands across the filtered answers
Brand	Named or cited	Against primary	Share of compared	Mentions	Answers citing it	Links to its site	Model APIs
Microsoft Power BImicrosoft.com	41.7%20 of 48	Primary	30.3%	39	3	6	2 of 3
Tableautableau.com	41.7%20 of 48	0.0 pts	30.3%	44	3	3	2 of 3
Google Lookercloud.google.com	33.3%16 of 48	-8.3 pts	24.2%	31	0	0	2 of 3
Qlik Cloud Analyticsqlik.com	20.8%10 of 48	-20.8 pts	15.2%	16	1	1	2 of 3

Compared brands named in each answer, by question and model API
Question	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01Which business intelligence platforms are best for governed self-service analysis by business users and analysts?Recommendation	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 5 sources`6ffea317`	None named 0 sources`0cf07357`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 9 sources`67862a4c`
02Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.Recommendation	Microsoft Power BITableauGoogle Looker 4 sources`35f742af`	None named 0 sources`3773872a`	None named 8 sources`778e12e3`
03Which analytics platforms are strongest for embedding branded dashboards, metrics, and interactive exploration into a SaaS product?Recommendation	Microsoft Power BITableauGoogle Looker 6 sources`d6f354e2`	None named 0 sources`7bf32774`	Microsoft Power BITableauGoogle Looker 6 sources`9a95e1f1`
04Recommend a BI platform for executive scorecards, board reporting, scheduled distribution, mobile access, and trusted company metrics.Recommendation	Microsoft Power BI, cited 4TableauGoogle LookerQlik Cloud Analytics 5 sources`44bc58d9`	None named 0 sources`eeaca107`	Microsoft Power BITableau, cited 1 5 sources`10aefcb7`
05Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?Recommendation	Google Looker 4 sources`a34e5ee4`	None named 0 sources`1d064f67`	None named 5 sources`08f8a3f6`
06Recommend a business intelligence platform for live analysis on a modern cloud warehouse without unnecessary data extracts.Recommendation	TableauGoogle LookerQlik Cloud Analytics 5 sources`1eb8dc2a`	None named 0 sources`abbcd3c1`	Qlik Cloud Analytics, cited 1 6 sources`0a1b617d`
07Which BI platforms provide the strongest governed natural-language query, automated insight, and generative AI analysis experience?Recommendation	Microsoft Power BITableau 6 sources`5a8b0a7f`	None named 0 sources`c7cfbb2a`	Microsoft Power BITableauQlik Cloud Analytics 10 sources`e3afa75c`
08What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?Recommendation	Microsoft Power BIGoogle Looker 5 sources`6e1eba3e`	None named 0 sources`e6102724`	Microsoft Power BITableauGoogle Looker 6 sources`d73796a7`
09Compare business intelligence platforms on modeling, governance, visualization, performance, collaboration, embedding, AI, and support.Commercial comparison	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 0 sources`4c9025ad`	None named 0 sources`8296a223`	Microsoft Power BITableauGoogle Looker 5 sources`a1a6d673`
10How should a buyer compare BI pricing across creators, viewers, capacity, embedded usage, data volume, and premium features?Commercial comparison	None named 9 sources`4a1411b7`	None named 0 sources`04abe352`	Microsoft Power BI, cited 1Tableau 4 sources`880e3bcd`
11Create a proof-of-concept scorecard for BI platforms covering time to insight, metric consistency, query speed, adoption, and administration.Commercial comparison	None named 0 sources`b01ee903`	None named 0 sources`ea5282e9`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 0 sources`efd0e041`
12Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management.Commercial comparison	Microsoft Power BITableauGoogle Looker 0 sources`81a8ed50`	None named 0 sources`717a056c`	None named 8 sources`68472678`
13Which criteria expose lock-in and migration risk when selecting a strategic business intelligence platform?Commercial comparison	None named 8 sources`a034147b`	None named 0 sources`70bc70f4`	None named 6 sources`567d24b4`
14Compare BI vendors on private connectivity, encryption, identity, audit logs, data residency, and regulated-industry controls.Commercial comparison	Microsoft Power BITableauGoogle Looker 6 sources`706e7b09`	None named 0 sources`8db6e2ae`	None named 9 sources`162fc82e`
15Create a shortlist of analytics and business intelligence vendors for a global enterprise standardizing reports, metrics, and exploration.Commercial comparison	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 6 sources`d8a179e3`	None named 0 sources`b6df6cfa`	Microsoft Power BITableau, cited 1Qlik Cloud Analytics 6 sources`0fcd6194`
16When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?Commercial comparison	Microsoft Power BI, cited 1Tableau, cited 1 5 sources`ddd1bfe4`	None named 0 sources`2d3e8d31`	None named 8 sources`d8f47973`

Sites cited in the filtered answers
Site	Answers citing it	Distinct pages	Model APIs	Best position
domo.com	16	9	2	1
holistics.io	6	4	2	1
omni.co	6	3	2	1
rank.ai	5	5	2	1
monday.com	5	1	2	1
ovaledge.com	4	4	2	1
reddit.com	4	3	2	2
microsoft.com	3	3	2	1
querio.ai	3	3	2	1
cube.dev	3	3	2	2
draxlr.com	3	3	2	2
tableau.com	3	3	2	2
linkedin.com	3	3	1	4
improvado.io	3	2	2	1
gooddata.ai	3	1	2	1
embeddable.com	2	2	2	1
basedash.com	2	2	1	2
thoughtspot.com	2	2	2	2
youtube.com	2	2	1	2
qrvey.com	2	2	1	3

What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.bi-analytics-platforms-2026-07-27 / 4-bi-analytics-platforms-2026-07-27-models-64232fd32583

Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.

2

Rank on this board

66.667 percent

Score

3

Answers behind the score

100% confidence · 1 of 1 components evidenced

What the score is built from

1 of 1 evidenced

Every component evidenced · 1 evidence record each

Components of What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?'s score
Component	Value	Contribution
Leading brand consensus	66.666667	66.667

Moved down since the previous snapshot

-1 places

Engine disagreement36.111 to 88.889
+52.778
Leading brand owned citation coverage33.333 to 0
-33.333
Leading brand consensus100 to 66.667
-33.333
Citation URLS18 to 8
-10
Presence events13 to 8
-5
Distinct reviewed brands6 to 6
0
Leading brand owned citation gap66.667 to 66.667
0

Where each number comes from

7 public records

Reviewed-brand presence eventsPresence events · observed Sep 23, 2026, 12:00 AM UTC8 presence_events100% confidence
Source
Rank.ai BI & Analytics Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"bi-platform-startup","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["70f92687-87f2-4281-9bd5-e7ef5f765366","c7ce1fa5-f1d9-4b4f-87ae-eb30302fcca4","18d2b519-473e-46b8-9365-0f804bbd40ac"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Open the source
Distinct citation URLsCitation URLS · observed Sep 23, 2026, 12:00 AM UTC8 urls100% confidence
Source
Rank.ai BI & Analytics Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"bi-platform-startup","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["70f92687-87f2-4281-9bd5-e7ef5f765366","c7ce1fa5-f1d9-4b4f-87ae-eb30302fcca4","18d2b519-473e-46b8-9365-0f804bbd40ac"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Open the source
Distinct reviewed brands surfacedDistinct reviewed brands · observed Sep 23, 2026, 12:00 AM UTC6 brands100% confidence
Source
Rank.ai BI & Analytics Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"bi-platform-startup","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["70f92687-87f2-4281-9bd5-e7ef5f765366","c7ce1fa5-f1d9-4b4f-87ae-eb30302fcca4","18d2b519-473e-46b8-9365-0f804bbd40ac"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Open the source
Cross-engine brand disagreementEngine disagreement · observed Sep 23, 2026, 12:00 AM UTC88.889 percent100% confidence
Source
Rank.ai BI & Analytics Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"bi-platform-startup","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["70f92687-87f2-4281-9bd5-e7ef5f765366","c7ce1fa5-f1d9-4b4f-87ae-eb30302fcca4","18d2b519-473e-46b8-9365-0f804bbd40ac"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Open the source
Leading-brand engine consensusLeading brand consensus · observed Sep 23, 2026, 12:00 AM UTC66.667 percent100% confidence
Source
Rank.ai BI & Analytics Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"bi-platform-startup","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["70f92687-87f2-4281-9bd5-e7ef5f765366","c7ce1fa5-f1d9-4b4f-87ae-eb30302fcca4","18d2b519-473e-46b8-9365-0f804bbd40ac"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Open the source
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Sep 23, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai BI & Analytics Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"bi-platform-startup","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["70f92687-87f2-4281-9bd5-e7ef5f765366","c7ce1fa5-f1d9-4b4f-87ae-eb30302fcca4","18d2b519-473e-46b8-9365-0f804bbd40ac"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Open the source
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Sep 23, 2026, 12:00 AM UTC66.667 percentage_points100% confidence
Source
Rank.ai BI & Analytics Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"bi-platform-startup","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["70f92687-87f2-4281-9bd5-e7ef5f765366","c7ce1fa5-f1d9-4b4f-87ae-eb30302fcca4","18d2b519-473e-46b8-9365-0f804bbd40ac"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Open the source

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Plain textBI and Analytics prompt brand leaders. Rank.ai, data as of September 23, 2026. https://www.rank.ai/rankings/bi-analytics/bi-analytics-platforms-prompt-brand-leaders
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APARank.ai. (2026). BI and Analytics prompt brand leaders. Retrieved October 22, 2026, from https://www.rank.ai/rankings/bi-analytics/bi-analytics-platforms-prompt-brand-leaders

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3 boards

BI & analytics platform rank

Reviewed analytics platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

1Domo250%
2Microsoft Power BI145.8%
3Tableau145.8%

BI platform presence

Reviewed vendors ranked by the share of all the category's answers that name or cite them.

1Microsoft Power BI41.7%
2Tableau241.7%
3Domo39.6%

BI platform citation share

Reviewed vendors ranked by their share of the citations that point to vendor websites.

1Domo53.3%
2Microsoft Power BI20%
3Tableau610%

BI & analytics platform rank

Reviewed analytics platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

BI platform presence

Reviewed vendors ranked by the share of all the category's answers that name or cite them.

BI platform citation share

Reviewed vendors ranked by their share of the citations that point to vendor websites.

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
Who gets namedEvery competitor in the answers, most named first.
The pages AI readsThe sources behind each answer.
Three fixesWhat to fix first, with a brief for the first article.

BI and Analytics prompt brand leaders

All 16 prompts by leading brand engine consensus

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite

What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead? on BI & Analytics Prompt Brand Leaders

What the score is built from

Moved down since the previous snapshot

Where each number comes from

More in BI & analytics

See how often AI names you.

One brand against up to three competitors, answer by answer

Which compared brands each answer names

The sites these answers cite