Loading company intelligence…
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 | 100 percentderived |
| public_prompt_insightsDistinct citation URLs | 12 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 6 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 | 6 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 66.67 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 70 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 0 booleanderived |
| public_prompt_volatilityPrompt volatility index | 68.33 index_pointsderived |
Every currently published position, as of Aug 10, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #7 | Cybersecurity Platforms Prompt Brand Leaders | 33.33 | — | v2-parent-5e11d0ebac4b6bfc | Explain Cybersecurity Platforms Prompt Brand Leaders rank → |
| #1 | Cybersecurity Platforms Engine Disagreement by Prompt | 100 | 10 ranks gained | v2-parent-5e11d0ebac4b6bfc | Explain Cybersecurity Platforms Engine Disagreement by Prompt rank → |
| #6 | 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 | 6 | 0% | — |
| public prompt citation urls | 12 | 0% | — |
| public prompt distinct reviewed brands | 6 | 0% | — |
| public prompt engine disagreement | 100 | 0% | — |
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 |
23 published observations for Which cybersecurity vendors are best for workforce identity, privileged access, identity threat detection, and least privilege?, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Distinct citation URLspublic-prompt-citation-urls | 12urls | measured | Aug 10, 2026 | View source
|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Aug 10, 2026 | View source
|
| v2-parent-5e11d0ebac4b6bfc |
| Explain Cybersecurity Platforms Prompt Citation Opportunities rank → |
| #7 | Cybersecurity Platforms Prompt Volatility | 68.33 | — | 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% | — |
|---|
No component moved since the prior snapshot.
{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","dca56279-531e-4173-bf0c-ef8e37c2160e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","dca56279-531e-4173-bf0c-ef8e37c2160e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","dca56279-531e-4173-bf0c-ef8e37c2160e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","dca56279-531e-4173-bf0c-ef8e37c2160e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","dca56279-531e-4173-bf0c-ef8e37c2160e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","dca56279-531e-4173-bf0c-ef8e37c2160e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","dca56279-531e-4173-bf0c-ef8e37c2160e"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"identity-and-privileged-access-security","currentSnapshotId":"b82075fb-7175-40e8-be79-414ebbf75854","previousSnapshotId":"774a6db0-113a-48ef-a0f5-85b9907edb14"}| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Aug 10, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 70percentage_points | derived | Aug 10, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Aug 10, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 6presence_events | measured | Aug 10, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Aug 10, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 100percent | derived | Aug 10, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 10, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 68.3333index_points | derived | Aug 10, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 66.6667percentage_points | derived | Aug 10, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 28urls | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 11presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 100percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 11presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 30percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 28urls | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 30percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
|---|