Reviewed security vendors ranked by recommendation-prompt presence across three configured model APIs.
Cybersecurity platforms prompt brand leaders
12 prompts ranked by leading brand engine consensus.
Recommend a zero-trust security platform for secure web access, private application access, branch connectivity, and data protection. is out in front at 100.0%.
12 promptschecked Aug 10, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Recommend a zero-trust security platform for secure web access, private application access, branch connectivity, and data protection.
100.0%leading brand engine consensus
- Ahead of second place
- 0%
- Held by the top three
- 45%
- Middle of the board
- 50%
- Below half the leader
- 6 of 12
Recommend an endpoint detection and response platform for preventing ransomware, investigating attacks, and automating remediation.
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
- Published rank
- #2
- Score
- 100 percent
- Sample size
- 3
100% confidence · 100% component coverage · as of Aug 10, 2026, 12:00 AM UTC
Component ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 12 | 0% | — |
| public prompt citation urls | 22 | 0% | — |
| public prompt distinct reviewed brands | 5 | 0% | — |
| public prompt engine disagreement | 26.666667 | 0% | — |
| public prompt leading brand consensus | 100 | 100% | 100 |
| public prompt leading brand owned citation coverage | 66.666667 | 0% | — |
| public prompt leading brand owned citation gap | 33.333333 | 0% | — |
flat since prior snapshot
No component moved since the prior snapshot.
Source trail
Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 10, 2026, 12:00 AM UTC12 presence_events100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"endpoint-detection-response-platform","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}
Distinct citation URLspublic prompt citation urls · observed Aug 10, 2026, 12:00 AM UTC22 urls100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"endpoint-detection-response-platform","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 10, 2026, 12:00 AM UTC5 brands100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"endpoint-detection-response-platform","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 10, 2026, 12:00 AM UTC26.667 percent100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"endpoint-detection-response-platform","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 10, 2026, 12:00 AM UTC100 percent100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"endpoint-detection-response-platform","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 10, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"endpoint-detection-response-platform","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 10, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"endpoint-detection-response-platform","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d"],"parentSnapshotId":"5a710a84-bc24-4b54-a646-3826df6c5b9b","providerMatrixVersion":"64232fd32583"}
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