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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 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 | 0 percentderived |
| public_prompt_insightsDistinct citation URLs | 4 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 0 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 0 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 66.67 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 88.89 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 177.78 index_pointsderived |
Every currently published position, as of Aug 10, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #12 | Cybersecurity Platforms Prompt Brand Leaders | 0 | 3 ranks lost | v2-parent-5e11d0ebac4b6bfc | Explain Cybersecurity Platforms Prompt Brand Leaders rank → |
| #12 | Cybersecurity Platforms Engine Disagreement by Prompt | 0 | 11 ranks lost | v2-parent-5e11d0ebac4b6bfc | Explain Cybersecurity Platforms Engine Disagreement by Prompt rank → |
| #12 | Cybersecurity Platforms 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 Aug 10, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 0 | 0% | — |
| public prompt citation urls | 4 | 0% | — |
| public prompt distinct reviewed brands | 0 | 0% | — |
| public prompt engine disagreement | 0 | 0% | — |
| public prompt leading brand consensus | 0 | 100% |
23 published observations for Create a proof-of-concept scorecard for cybersecurity platforms using real detection, false-positive, investigation, and response workflows., 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 engine consensuspublic-prompt-leading-brand-consensus | 0percent | derived | Aug 10, 2026 | View source
|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Aug 10, 2026 | View source
|
| 1 ranks lost |
| v2-parent-5e11d0ebac4b6bfc |
| Explain Cybersecurity Platforms Prompt Citation Opportunities rank → |
| #1 | Cybersecurity Platforms Prompt Volatility | 177.78 | — | v1-parent-5e11d0ebac4b6bfc | Explain Cybersecurity Platforms Prompt Volatility rank → |
|---|
| 0 |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
{"promptSlug":"cybersecurity-proof-of-concept-scorecard","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","8929c874-9ace-4493-a85b-22f532e56ed3"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cybersecurity-proof-of-concept-scorecard","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","8929c874-9ace-4493-a85b-22f532e56ed3"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cybersecurity-proof-of-concept-scorecard","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","8929c874-9ace-4493-a85b-22f532e56ed3"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cybersecurity-proof-of-concept-scorecard","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","8929c874-9ace-4493-a85b-22f532e56ed3"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cybersecurity-proof-of-concept-scorecard","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","8929c874-9ace-4493-a85b-22f532e56ed3"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cybersecurity-proof-of-concept-scorecard","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","8929c874-9ace-4493-a85b-22f532e56ed3"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cybersecurity-proof-of-concept-scorecard","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","8929c874-9ace-4493-a85b-22f532e56ed3"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"cybersecurity-proof-of-concept-scorecard","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","8929c874-9ace-4493-a85b-22f532e56ed3"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}| 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 | 0percent | derived | Aug 10, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 177.7778index_points | derived | Aug 10, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 88.8889percentage_points | derived | Aug 10, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 66.6667percentage_points | derived | Aug 10, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 4urls | measured | Aug 10, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 0presence_events | measured | Aug 10, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 0brands | measured | Aug 10, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 10, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 88.8889percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 15urls | measured | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 15urls | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 4presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 4presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 88.8889percent | derived | Jul 27, 2026 | View source
|
|---|