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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Public commercial prompt in the Rank.ai BI & Analytics benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| public_prompt_insightsCross-engine brand disagreement | 0 percentderived |
| public_prompt_insightsDistinct citation URLs | 13 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 0 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 0 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 66.67 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 66.67 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 166.67 index_pointsderived |
Every currently published position, as of Aug 15, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #14 | BI & Analytics Prompt Brand Leaders | 0 | 1 ranks lost | v2-parent-c049e0aee9612d83 | Explain BI & Analytics Prompt Brand Leaders rank → |
| #14 | BI & Analytics Engine Disagreement by Prompt | 0 | 10 ranks lost | v2-parent-c049e0aee9612d83 | Explain BI & Analytics Engine Disagreement by Prompt rank → |
| #14 | BI & Analytics Prompt Citation Opportunities | 0 | — | v2-parent-c049e0aee9612d83 |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
100% confidence · 100% component coverage · as of Aug 15, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 0 | 0% | — |
| public prompt citation urls | 13 | 0% | — |
| public prompt distinct reviewed brands | 0 | 0% | — |
| public prompt engine disagreement | 0 | 0% | — |
| public prompt leading brand consensus | 0 | 100% | 0 |
23 published observations for When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Distinct citation URLspublic-prompt-citation-urls | 13urls | measured | Aug 15, 2026 | View source
|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 15, 2026 | View source
|
| Explain BI & Analytics Prompt Citation Opportunities rank → |
| #1 | BI & Analytics Prompt Volatility | 166.67 | — | v1-parent-c049e0aee9612d83 | Explain BI & Analytics Prompt Volatility rank → |
|---|
| public prompt leading brand owned citation coverage |
|---|
| 0 |
| 0% |
| — |
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
{"promptSlug":"bi-platform-consolidation","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["4519869c-5bd4-4899-be17-a0edaf411cb7","c5fcf475-ed83-4985-8993-d8502ebd63d0","3dff3c9d-9715-470e-a863-a4aafc07b5a9"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-consolidation","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["4519869c-5bd4-4899-be17-a0edaf411cb7","c5fcf475-ed83-4985-8993-d8502ebd63d0","3dff3c9d-9715-470e-a863-a4aafc07b5a9"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-consolidation","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["4519869c-5bd4-4899-be17-a0edaf411cb7","c5fcf475-ed83-4985-8993-d8502ebd63d0","3dff3c9d-9715-470e-a863-a4aafc07b5a9"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-consolidation","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["4519869c-5bd4-4899-be17-a0edaf411cb7","c5fcf475-ed83-4985-8993-d8502ebd63d0","3dff3c9d-9715-470e-a863-a4aafc07b5a9"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-consolidation","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["4519869c-5bd4-4899-be17-a0edaf411cb7","c5fcf475-ed83-4985-8993-d8502ebd63d0","3dff3c9d-9715-470e-a863-a4aafc07b5a9"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-consolidation","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["4519869c-5bd4-4899-be17-a0edaf411cb7","c5fcf475-ed83-4985-8993-d8502ebd63d0","3dff3c9d-9715-470e-a863-a4aafc07b5a9"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-consolidation","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["4519869c-5bd4-4899-be17-a0edaf411cb7","c5fcf475-ed83-4985-8993-d8502ebd63d0","3dff3c9d-9715-470e-a863-a4aafc07b5a9"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-consolidation","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["4519869c-5bd4-4899-be17-a0edaf411cb7","c5fcf475-ed83-4985-8993-d8502ebd63d0","3dff3c9d-9715-470e-a863-a4aafc07b5a9"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}| Prompt volatility indexpublic-prompt-volatility-index | 166.6667index_points | derived | Aug 15, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 0percent | derived | Aug 15, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 66.6667percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 0brands | measured | Aug 15, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 15, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 0percent | derived | Aug 15, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 0presence_events | measured | Aug 15, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 66.6667percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 24urls | measured | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 24urls | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|