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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 | 66.67 percentderived |
| public_prompt_insightsDistinct citation URLs | 9 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 5 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 66.67 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 66.67 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 10 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 46.83 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 140.08 index_pointsderived |
Every currently published position, as of Aug 15, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #9 | BI & Analytics Prompt Brand Leaders | 66.67 | — | v2-parent-c049e0aee9612d83 | Explain BI & Analytics Prompt Brand Leaders rank → |
| #9 | BI & Analytics Engine Disagreement by Prompt | 66.67 | 5 ranks gained | v2-parent-c049e0aee9612d83 | Explain BI & Analytics Engine Disagreement by Prompt rank → |
| #4 | BI & Analytics Prompt Citation Opportunities | 66.67 | — | v2-parent-c049e0aee9612d83 | Explain → |
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 | 10 | 0% | — |
| public prompt citation urls | 9 | 0% | — |
| public prompt distinct reviewed brands | 5 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 |
23 published observations for Compare business intelligence platforms on modeling, governance, visualization, performance, collaboration, embedding, AI, and support., 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 | 9urls | measured | Aug 15, 2026 | View source
|
| Prompt volatility indexpublic-prompt-volatility-index | 140.0794index_points | derived | Aug 15, 2026 | View source
|
| #4 | BI & Analytics Prompt Volatility | 140.08 | — | 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 | 66.666667 | 0% | — |
|---|
No component moved since the prior snapshot.
{"promptSlug":"bi-platform-buying-criteria","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["efe83f34-f0d7-41f3-8a76-5b9365bbceba","dd596aba-0833-4aad-9b8b-13a85a97a0b7","b02a7499-eb55-4174-a781-9b40fcba8e11"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-buying-criteria","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["efe83f34-f0d7-41f3-8a76-5b9365bbceba","dd596aba-0833-4aad-9b8b-13a85a97a0b7","b02a7499-eb55-4174-a781-9b40fcba8e11"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-buying-criteria","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["efe83f34-f0d7-41f3-8a76-5b9365bbceba","dd596aba-0833-4aad-9b8b-13a85a97a0b7","b02a7499-eb55-4174-a781-9b40fcba8e11"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-buying-criteria","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["efe83f34-f0d7-41f3-8a76-5b9365bbceba","dd596aba-0833-4aad-9b8b-13a85a97a0b7","b02a7499-eb55-4174-a781-9b40fcba8e11"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-buying-criteria","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["efe83f34-f0d7-41f3-8a76-5b9365bbceba","dd596aba-0833-4aad-9b8b-13a85a97a0b7","b02a7499-eb55-4174-a781-9b40fcba8e11"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-buying-criteria","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["efe83f34-f0d7-41f3-8a76-5b9365bbceba","dd596aba-0833-4aad-9b8b-13a85a97a0b7","b02a7499-eb55-4174-a781-9b40fcba8e11"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-buying-criteria","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["efe83f34-f0d7-41f3-8a76-5b9365bbceba","dd596aba-0833-4aad-9b8b-13a85a97a0b7","b02a7499-eb55-4174-a781-9b40fcba8e11"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-platform-buying-criteria","currentSnapshotId":"3c3a21ae-8e87-4da2-b223-53522f4b0da7","previousSnapshotId":"924ad003-4474-4f94-9bed-8d91318b4571"}| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 15, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Aug 15, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 46.8254percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Aug 15, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 66.6667percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 15, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 10presence_events | measured | Aug 15, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 15, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 7brands | measured | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 23urls | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 18presence_events | measured | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 18presence_events | measured | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 100percentage_points | derived | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 19.8413percent | derived | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 19.8413percent | derived | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 23urls | measured | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 7brands | measured | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
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