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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 Cybersecurity Platforms 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 | 7 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 5 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 | 5 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 66.67 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 10.16 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 138.41 index_pointsderived |
Every currently published position, as of Aug 10, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #8 | Cybersecurity Platforms Prompt Brand Leaders | 33.33 | 7 ranks lost | v2-parent-5e11d0ebac4b6bfc | Explain Cybersecurity Platforms Prompt Brand Leaders rank → |
| #5 | Cybersecurity Platforms Engine Disagreement by Prompt | 66.67 | — | v2-parent-5e11d0ebac4b6bfc | Explain Cybersecurity Platforms Engine Disagreement by Prompt rank → |
| #7 | Cybersecurity Platforms Prompt Citation Opportunities | 33.33 | 2 |
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 10, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 5 | 0% | — |
| public prompt citation urls | 7 | 0% | — |
| public prompt distinct reviewed brands | 5 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 |
23 published observations for Which cloud security platform is strongest for posture management, workload protection, entitlement risk, and attack-path analysis?, 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 coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 10, 2026 | View source
|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Aug 10, 2026 | View source
|
| v2-parent-5e11d0ebac4b6bfc |
| Explain Cybersecurity Platforms Prompt Citation Opportunities rank → |
| #3 | Cybersecurity Platforms Prompt Volatility | 138.41 | — | v1-parent-5e11d0ebac4b6bfc | Explain Cybersecurity Platforms Prompt Volatility rank → |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 33.333333 | 0% | — |
|---|
{"promptSlug":"cloud-native-application-protection","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","e794ed22-badd-4add-a5a9-4f1dc5e2167e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-native-application-protection","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","e794ed22-badd-4add-a5a9-4f1dc5e2167e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-native-application-protection","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","e794ed22-badd-4add-a5a9-4f1dc5e2167e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-native-application-protection","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","e794ed22-badd-4add-a5a9-4f1dc5e2167e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-native-application-protection","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","e794ed22-badd-4add-a5a9-4f1dc5e2167e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-native-application-protection","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","e794ed22-badd-4add-a5a9-4f1dc5e2167e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-native-application-protection","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","e794ed22-badd-4add-a5a9-4f1dc5e2167e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cloud-native-application-protection","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","e794ed22-badd-4add-a5a9-4f1dc5e2167e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Aug 10, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 10, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Aug 10, 2026 | View source
|
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| Prompt volatility indexpublic-prompt-volatility-index | 138.4127index_points | derived | Aug 10, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 7urls | measured | Aug 10, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 5presence_events | measured | Aug 10, 2026 | View source
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Aug 10, 2026 | View source
|
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| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 10.1587percentage_points | derived | Aug 10, 2026 | View source
|
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| Absolute consensus changepublic-prompt-consensus-absolute-change | 66.6667percentage_points | derived | Aug 10, 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 | 13presence_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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| 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 | 18urls | measured | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 13presence_events | measured | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 100percent | derived | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 56.5079percent | derived | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 18urls | 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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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 56.5079percent | derived | Jul 27, 2026 | View source
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