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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Public recommendation 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 | 94.44 percentderived |
| public_prompt_insightsDistinct citation URLs | 11 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 6 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 66.67 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 66.67 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 7 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 0 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 14.44 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 107.22 index_pointsderived |
Every currently published position, as of Aug 15, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #3 | BI & Analytics Prompt Brand Leaders | 66.67 | 9 ranks gained | v2-parent-c049e0aee9612d83 | Explain BI & Analytics Prompt Brand Leaders rank → |
| #3 | BI & Analytics Engine Disagreement by Prompt | 94.44 | — | v2-parent-c049e0aee9612d83 | Explain BI & Analytics Engine Disagreement by Prompt rank → |
| #10 | BI & Analytics Prompt Citation Opportunities | 0 | 2 ranks gained | 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 | 7 | 0% | — |
| public prompt citation urls | 11 | 0% | — |
| public prompt distinct reviewed brands | 6 | 0% | — |
| public prompt engine disagreement | 94.444444 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 |
23 published observations for Recommend a business intelligence platform for live analysis on a modern cloud warehouse without unnecessary data extracts., all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 0percentage_points | derived | Aug 15, 2026 | View source
|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 7presence_events | measured | Aug 15, 2026 | View source
|
| Explain BI & Analytics Prompt Citation Opportunities rank → |
| #9 | BI & Analytics Prompt Volatility | 107.22 | — | v1-parent-c049e0aee9612d83 | Explain BI & Analytics Prompt Volatility rank → |
|---|
| public prompt leading brand owned citation coverage |
|---|
| 66.666667 |
| 0% |
| — |
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
{"promptSlug":"cloud-data-warehouse-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["f1dc2dc5-8f00-48a3-8286-0695460d5964","7865d2cf-2fdf-444b-a45e-611fc1fb5880","6e3c3da8-9897-4138-a126-9a7e1a5e0ad7"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-data-warehouse-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["f1dc2dc5-8f00-48a3-8286-0695460d5964","7865d2cf-2fdf-444b-a45e-611fc1fb5880","6e3c3da8-9897-4138-a126-9a7e1a5e0ad7"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-data-warehouse-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["f1dc2dc5-8f00-48a3-8286-0695460d5964","7865d2cf-2fdf-444b-a45e-611fc1fb5880","6e3c3da8-9897-4138-a126-9a7e1a5e0ad7"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-data-warehouse-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["f1dc2dc5-8f00-48a3-8286-0695460d5964","7865d2cf-2fdf-444b-a45e-611fc1fb5880","6e3c3da8-9897-4138-a126-9a7e1a5e0ad7"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-data-warehouse-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["f1dc2dc5-8f00-48a3-8286-0695460d5964","7865d2cf-2fdf-444b-a45e-611fc1fb5880","6e3c3da8-9897-4138-a126-9a7e1a5e0ad7"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-data-warehouse-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["f1dc2dc5-8f00-48a3-8286-0695460d5964","7865d2cf-2fdf-444b-a45e-611fc1fb5880","6e3c3da8-9897-4138-a126-9a7e1a5e0ad7"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-data-warehouse-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["f1dc2dc5-8f00-48a3-8286-0695460d5964","7865d2cf-2fdf-444b-a45e-611fc1fb5880","6e3c3da8-9897-4138-a126-9a7e1a5e0ad7"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-data-warehouse-bi","corpusVersion":"bi-analytics-platforms-2026-07-27","runArtifactIds":["f1dc2dc5-8f00-48a3-8286-0695460d5964","7865d2cf-2fdf-444b-a45e-611fc1fb5880","6e3c3da8-9897-4138-a126-9a7e1a5e0ad7"],"parentSnapshotId":"146cf7e6-39df-498f-a21b-e471fe6a79ea","providerMatrixVersion":"64232fd32583"}| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Aug 15, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 94.4444percent | derived | Aug 15, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 14.4444percentage_points | derived | Aug 15, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 11urls | measured | Aug 15, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 15, 2026 | View source
|
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| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 66.6667percent | derived | Aug 15, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Aug 15, 2026 | View source
|
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| Prompt volatility indexpublic-prompt-volatility-index | 107.2222index_points | derived | Aug 15, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 15, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 80percent | derived | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 10presence_events | measured | 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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| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 80percent | derived | Jul 27, 2026 | View source
|
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| 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 | 10presence_events | measured | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | 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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