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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 Enterprise Search 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 | 14 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 1 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 1 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 0 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 33.33 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 116.67 index_pointsderived |
Every currently published position, as of Sep 15, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #11 | Enterprise Search Prompt Brand Leaders | 33.33 | 5 ranks lost | v2-parent-8042b71372e825c6 | Explain Enterprise Search Prompt Brand Leaders rank → |
| #9 | Enterprise Search Engine Disagreement by Prompt | 66.67 | 8 ranks lost | v2-parent-8042b71372e825c6 | Explain Enterprise Search Engine Disagreement by Prompt rank → |
| #11 | Enterprise Search Prompt Citation Opportunities | 0 |
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 Sep 15, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 1 | 0% | — |
| public prompt citation urls | 14 | 0% | — |
| public prompt distinct reviewed brands | 1 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 33.333333 |
34 published observations for Which enterprise knowledge-search platform is best for a regulated organization needing document-level access controls and audit trails?, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Prompt volatility indexpublic-prompt-volatility-index | 116.6667index_points | derived | Sep 15, 2026 | View source
|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 33.3333percentage_points | derived | Sep 15, 2026 | View source
|
| 8 ranks lost |
| v2-parent-8042b71372e825c6 |
| Explain Enterprise Search Prompt Citation Opportunities rank → |
| #5 | Enterprise Search Prompt Volatility | 116.67 | 1 ranks gained | v1-parent-8042b71372e825c6 | Explain Enterprise Search Prompt Volatility rank → |
|---|
| 100% |
| 33.333 |
| public prompt leading brand owned citation coverage | 33.333333 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
{"promptSlug":"regulated-enterprise-knowledge-search","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["8037f38c-d5ca-41a9-b347-a2e3edce6bb0","2084e267-b130-46dd-a324-d9d4a002fe84","5ae4d15b-56f4-459b-bb8a-81804676ce42"],"parentSnapshotId":"700b19bd-504a-485d-a73f-487ac78c1b02","providerMatrixVersion":"64232fd32583"}{"promptSlug":"regulated-enterprise-knowledge-search","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["8037f38c-d5ca-41a9-b347-a2e3edce6bb0","2084e267-b130-46dd-a324-d9d4a002fe84","5ae4d15b-56f4-459b-bb8a-81804676ce42"],"parentSnapshotId":"700b19bd-504a-485d-a73f-487ac78c1b02","providerMatrixVersion":"64232fd32583"}{"promptSlug":"regulated-enterprise-knowledge-search","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["8037f38c-d5ca-41a9-b347-a2e3edce6bb0","2084e267-b130-46dd-a324-d9d4a002fe84","5ae4d15b-56f4-459b-bb8a-81804676ce42"],"parentSnapshotId":"700b19bd-504a-485d-a73f-487ac78c1b02","providerMatrixVersion":"64232fd32583"}{"promptSlug":"regulated-enterprise-knowledge-search","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["8037f38c-d5ca-41a9-b347-a2e3edce6bb0","2084e267-b130-46dd-a324-d9d4a002fe84","5ae4d15b-56f4-459b-bb8a-81804676ce42"],"parentSnapshotId":"700b19bd-504a-485d-a73f-487ac78c1b02","providerMatrixVersion":"64232fd32583"}{"promptSlug":"regulated-enterprise-knowledge-search","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["8037f38c-d5ca-41a9-b347-a2e3edce6bb0","2084e267-b130-46dd-a324-d9d4a002fe84","5ae4d15b-56f4-459b-bb8a-81804676ce42"],"parentSnapshotId":"700b19bd-504a-485d-a73f-487ac78c1b02","providerMatrixVersion":"64232fd32583"}{"promptSlug":"regulated-enterprise-knowledge-search","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["8037f38c-d5ca-41a9-b347-a2e3edce6bb0","2084e267-b130-46dd-a324-d9d4a002fe84","5ae4d15b-56f4-459b-bb8a-81804676ce42"],"parentSnapshotId":"700b19bd-504a-485d-a73f-487ac78c1b02","providerMatrixVersion":"64232fd32583"}{"promptSlug":"regulated-enterprise-knowledge-search","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["8037f38c-d5ca-41a9-b347-a2e3edce6bb0","2084e267-b130-46dd-a324-d9d4a002fe84","5ae4d15b-56f4-459b-bb8a-81804676ce42"],"parentSnapshotId":"700b19bd-504a-485d-a73f-487ac78c1b02","providerMatrixVersion":"64232fd32583"}{"promptSlug":"regulated-enterprise-knowledge-search","currentSnapshotId":"01c3b815-03b4-4f95-924f-d635293617ea","previousSnapshotId":"cb418686-7502-4b34-adb4-9d2db4349095"}| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Sep 15, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Sep 15, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Sep 15, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 0percentage_points | derived | Sep 15, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 1presence_events | measured | Sep 15, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Sep 15, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 14urls | measured | Sep 15, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Sep 15, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Sep 15, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 17.7778percentage_points | derived | Aug 7, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 7, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 100percent | derived | Aug 7, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Aug 7, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 7, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Aug 7, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 7, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 125.5556index_points | derived | Aug 7, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Aug 7, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Aug 7, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 13urls | measured | Aug 7, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 19urls | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 82.2222percent | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 8presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 82.2222percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | 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 | 6brands | measured | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 19urls | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | 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
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 8presence_events | measured | Jul 27, 2026 | View source
|
|---|