Rank.ai Index
BI and Analytics prompt citation Opportunities
16 prompts ranked by how far the leader is named without its own site being cited.
66.667 percentage_points
What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead? ranks first
Leading brand owned citation opportunity
16
Prompts ranked
Sep 23
Snapshot recorded
2026 · Rotating schedule
3
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 16 prompts by leading brand owned citation opportunity
What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead? leads at 66.667 percentage_points; the middle of the board sits at 33.3.
- Ahead of second place
- 0
- Held by the top three
- 40%
- Middle of the board
- 33.3
- Below half the leader
- 9 of 16
Rank, name and leading brand owned citation opportunityMiddle 33.3
- 1What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?66.667 percentage_points
- 2Which business intelligence platforms are best for governed self-service analysis by business users and analysts?66.667 percentage_points
- 3Compare business intelligence platforms on modeling, governance, visualization, performance, collaboration, embedding, AI, and support.66.667 percentage_points
- 4Which BI platforms provide the strongest governed natural-language query, automated insight, and generative AI analysis experience?66.667 percentage_points
- 5Create a shortlist of analytics and business intelligence vendors for a global enterprise standardizing reports, metrics, and exploration.33.333 percentage_points
- 6Recommend a BI platform for executive scorecards, board reporting, scheduled distribution, mobile access, and trusted company metrics.33.333 percentage_points
- 7Which analytics platforms are strongest for embedding branded dashboards, metrics, and interactive exploration into a SaaS product?33.333 percentage_points
- 8Compare BI vendors on private connectivity, encryption, identity, audit logs, data residency, and regulated-industry controls.33.333 percentage_points
- 9Create a proof-of-concept scorecard for BI platforms covering time to insight, metric consistency, query speed, adoption, and administration.33.333 percentage_points
- 10Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management.33.333 percentage_points
- 11Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?33.333 percentage_points
- 12Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.0 percentage_points
- 13When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?0 percentage_points
- 14Recommend a business intelligence platform for live analysis on a modern cloud warehouse without unnecessary data extracts.0 percentage_points
- 15How should a buyer compare BI pricing across creators, viewers, capacity, embedded usage, data volume, and premium features?0 percentage_points
- 16Which criteria expose lock-in and migration risk when selecting a strategic business intelligence platform?0 percentage_points
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 consensus: 66.666667 on 10 of 16 rows · leading brand owned citation coverage: 0 on 9 of 16 rows · 3 checks behind each row.
Why this rank
Which business intelligence platforms are best for governed self-service analysis by business users and analysts? on BI & Analytics Prompt Citation Opportunities
Snapshot of Sep 23, 2026, 12:00 AM UTC · Link to this snapshot
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 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Leading brand owned citation gap | 66.666667 | 66.667 |
Unchanged since the previous snapshot
No change in rankNo component moved since the previous snapshot.
Where each number comes from
7 public recordsReviewed-brand presence eventsPresence events · observed Sep 23, 2026, 12:00 AM UTC13 presence_events100% confidence
- Source
- Rank.ai BI & Analytics Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-self-service-bi-platform","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["db3fd851-eec1-4617-848b-c7eb6ed60a40","ac2e1218-f4bb-4342-854b-3d52eb1c968d","394e7418-0b4f-4f0b-924d-58f3c7804f05"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Distinct citation URLsCitation URLS · observed Sep 23, 2026, 12:00 AM UTC13 urls100% confidence
- Source
- Rank.ai BI & Analytics Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-self-service-bi-platform","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["db3fd851-eec1-4617-848b-c7eb6ed60a40","ac2e1218-f4bb-4342-854b-3d52eb1c968d","394e7418-0b4f-4f0b-924d-58f3c7804f05"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedDistinct reviewed brands · observed Sep 23, 2026, 12:00 AM UTC8 brands100% confidence
- Source
- Rank.ai BI & Analytics Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-self-service-bi-platform","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["db3fd851-eec1-4617-848b-c7eb6ed60a40","ac2e1218-f4bb-4342-854b-3d52eb1c968d","394e7418-0b4f-4f0b-924d-58f3c7804f05"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementEngine disagreement · observed Sep 23, 2026, 12:00 AM UTC79.167 percent100% confidence
- Source
- Rank.ai BI & Analytics Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-self-service-bi-platform","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["db3fd851-eec1-4617-848b-c7eb6ed60a40","ac2e1218-f4bb-4342-854b-3d52eb1c968d","394e7418-0b4f-4f0b-924d-58f3c7804f05"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
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":"best-self-service-bi-platform","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["db3fd851-eec1-4617-848b-c7eb6ed60a40","ac2e1218-f4bb-4342-854b-3d52eb1c968d","394e7418-0b4f-4f0b-924d-58f3c7804f05"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
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":"best-self-service-bi-platform","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["db3fd851-eec1-4617-848b-c7eb6ed60a40","ac2e1218-f4bb-4342-854b-3d52eb1c968d","394e7418-0b4f-4f0b-924d-58f3c7804f05"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
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":"best-self-service-bi-platform","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["db3fd851-eec1-4617-848b-c7eb6ed60a40","ac2e1218-f4bb-4342-854b-3d52eb1c968d","394e7418-0b4f-4f0b-924d-58f3c7804f05"],"parentSnapshotId":"bb8f2ecd-6306-491c-829f-829ea9970ac0","providerMatrixVersion":"64232fd32583"}
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.