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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 | 3 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 33.33 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 3 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 66.67 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 33.33 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 150 index_pointsderived |
Every currently published position, as of Aug 15, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #13 | BI & Analytics Prompt Brand Leaders | 33.33 | 5 ranks lost | v2-parent-c049e0aee9612d83 | Explain BI & Analytics Prompt Brand Leaders rank → |
| #11 | BI & Analytics Engine Disagreement by Prompt | 66.67 | 2 ranks gained | v2-parent-c049e0aee9612d83 | Explain BI & Analytics Engine Disagreement by Prompt rank → |
| #9 | BI & Analytics Prompt Citation Opportunities | 33.33 | — |
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 | 3 | 0% | — |
| public prompt citation urls | 9 | 0% | — |
| public prompt distinct reviewed brands | 3 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 |
23 published observations for Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management., all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_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
|
| v2-parent-c049e0aee9612d83 |
| Explain BI & Analytics Prompt Citation Opportunities rank → |
| #2 | BI & Analytics Prompt Volatility | 150 | — | 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 | 33.333333 | 0% | — |
|---|
{"promptSlug":"bi-semantic-layer-comparison","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["71456689-89d8-47c3-a54f-70f1d1e8fda8","c1ac11aa-feda-430a-bc01-c14f91eb45bc","1aed6ac3-0029-4a75-9a6a-58d0814a7f25"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-semantic-layer-comparison","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["71456689-89d8-47c3-a54f-70f1d1e8fda8","c1ac11aa-feda-430a-bc01-c14f91eb45bc","1aed6ac3-0029-4a75-9a6a-58d0814a7f25"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-semantic-layer-comparison","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["71456689-89d8-47c3-a54f-70f1d1e8fda8","c1ac11aa-feda-430a-bc01-c14f91eb45bc","1aed6ac3-0029-4a75-9a6a-58d0814a7f25"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-semantic-layer-comparison","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["71456689-89d8-47c3-a54f-70f1d1e8fda8","c1ac11aa-feda-430a-bc01-c14f91eb45bc","1aed6ac3-0029-4a75-9a6a-58d0814a7f25"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-semantic-layer-comparison","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["71456689-89d8-47c3-a54f-70f1d1e8fda8","c1ac11aa-feda-430a-bc01-c14f91eb45bc","1aed6ac3-0029-4a75-9a6a-58d0814a7f25"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-semantic-layer-comparison","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["71456689-89d8-47c3-a54f-70f1d1e8fda8","c1ac11aa-feda-430a-bc01-c14f91eb45bc","1aed6ac3-0029-4a75-9a6a-58d0814a7f25"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-semantic-layer-comparison","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["71456689-89d8-47c3-a54f-70f1d1e8fda8","c1ac11aa-feda-430a-bc01-c14f91eb45bc","1aed6ac3-0029-4a75-9a6a-58d0814a7f25"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"bi-semantic-layer-comparison","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["71456689-89d8-47c3-a54f-70f1d1e8fda8","c1ac11aa-feda-430a-bc01-c14f91eb45bc","1aed6ac3-0029-4a75-9a6a-58d0814a7f25"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Aug 15, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | 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 | 66.6667percent | derived | Aug 15, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 33.3333percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 9urls | measured | Aug 15, 2026 | View source
|
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| Absolute consensus changepublic-prompt-consensus-absolute-change | 66.6667percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Aug 15, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 150index_points | derived | Aug 15, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | 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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| Distinct citation URLspublic-prompt-citation-urls | 21urls | measured | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 33.3333percent | derived | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 12presence_events | measured | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 21urls | measured | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 33.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 12presence_events | measured | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 66.6667percentage_points | derived | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Jul 27, 2026 | View source
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