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 an application security platform for code, dependency, container, infrastructure-as-code, and developer workflow scanning. is out in front at 100.0%.
12 promptschecked Sep 18, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Recommend an application security platform for code, dependency, container, infrastructure-as-code, and developer workflow scanning.
100.0%leading brand engine consensus
- Ahead of second place
- 33.3%
- Held by the top three
- 35%
- Middle of the board
- 66.7%
- Below half the leader
- 3 of 12
Which security platform is best for an organization that needs 24/7 managed detection and response with expert incident support?
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
- #7
- Score
- 66.667 percent
- Sample size
- 3
100% confidence · 100% component coverage · as of Sep 18, 2026, 12:00 AM UTC
Component ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 7 | 0% | — |
| public prompt citation urls | 16 | 0% | — |
| public prompt distinct reviewed brands | 4 | 0% | — |
| public prompt engine disagreement | 75 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
| public prompt leading brand owned citation gap | 66.666667 | 0% | — |
down since prior snapshot
- public prompt leading brand owned citation coverage66.667 → 0-66.667
- public prompt engine disagreement26.667 → 75+48.333
- public prompt leading brand owned citation gap33.333 → 66.667+33.333
- public prompt leading brand consensus100 → 66.667-33.333
- public prompt brand presence events13 → 7-6
- public prompt citation urls15 → 16+1
- public prompt distinct reviewed brands5 → 4-1
Source trail
Reviewed-brand presence eventspublic prompt brand presence events · observed Sep 18, 2026, 12:00 AM UTC7 presence_events100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"managed-detection-response","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["a2e7211b-29e8-44e8-a6c3-3599143b232f","6a0057cb-c4a3-46c2-97d1-ab35a54faf05","3fd1f9c1-22d1-48d9-9fec-64449c44113d"],"parentSnapshotId":"dfa8caa3-e777-4982-92d1-43dfaf795639","providerMatrixVersion":"64232fd32583"}
Distinct citation URLspublic prompt citation urls · observed Sep 18, 2026, 12:00 AM UTC16 urls100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"managed-detection-response","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["a2e7211b-29e8-44e8-a6c3-3599143b232f","6a0057cb-c4a3-46c2-97d1-ab35a54faf05","3fd1f9c1-22d1-48d9-9fec-64449c44113d"],"parentSnapshotId":"dfa8caa3-e777-4982-92d1-43dfaf795639","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Sep 18, 2026, 12:00 AM UTC4 brands100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"managed-detection-response","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["a2e7211b-29e8-44e8-a6c3-3599143b232f","6a0057cb-c4a3-46c2-97d1-ab35a54faf05","3fd1f9c1-22d1-48d9-9fec-64449c44113d"],"parentSnapshotId":"dfa8caa3-e777-4982-92d1-43dfaf795639","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementpublic prompt engine disagreement · observed Sep 18, 2026, 12:00 AM UTC75 percent100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"managed-detection-response","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["a2e7211b-29e8-44e8-a6c3-3599143b232f","6a0057cb-c4a3-46c2-97d1-ab35a54faf05","3fd1f9c1-22d1-48d9-9fec-64449c44113d"],"parentSnapshotId":"dfa8caa3-e777-4982-92d1-43dfaf795639","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensuspublic prompt leading brand consensus · observed Sep 18, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"managed-detection-response","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["a2e7211b-29e8-44e8-a6c3-3599143b232f","6a0057cb-c4a3-46c2-97d1-ab35a54faf05","3fd1f9c1-22d1-48d9-9fec-64449c44113d"],"parentSnapshotId":"dfa8caa3-e777-4982-92d1-43dfaf795639","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Sep 18, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"managed-detection-response","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["a2e7211b-29e8-44e8-a6c3-3599143b232f","6a0057cb-c4a3-46c2-97d1-ab35a54faf05","3fd1f9c1-22d1-48d9-9fec-64449c44113d"],"parentSnapshotId":"dfa8caa3-e777-4982-92d1-43dfaf795639","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Sep 18, 2026, 12:00 AM UTC66.667 percentage_points100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"managed-detection-response","corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["a2e7211b-29e8-44e8-a6c3-3599143b232f","6a0057cb-c4a3-46c2-97d1-ab35a54faf05","3fd1f9c1-22d1-48d9-9fec-64449c44113d"],"parentSnapshotId":"dfa8caa3-e777-4982-92d1-43dfaf795639","providerMatrixVersion":"64232fd32583"}
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Cybersecurity Platforms Prompt Brand Leaders. Rank.ai, data as of September 18, 2026. https://www.rank.ai/rankings/cybersecurity-platforms/cybersecurity-platforms-prompt-brand-leaders - HTML
<a href="https://www.rank.ai/rankings/cybersecurity-platforms/cybersecurity-platforms-prompt-brand-leaders">Cybersecurity Platforms Prompt Brand Leaders</a> — Rank.ai, data as of September 18, 2026 - Markdown
[Cybersecurity Platforms Prompt Brand Leaders](https://www.rank.ai/rankings/cybersecurity-platforms/cybersecurity-platforms-prompt-brand-leaders) — Rank.ai, data as of September 18, 2026 - APA
Rank.ai. (2026). Cybersecurity Platforms Prompt Brand Leaders. Retrieved September 21, 2026, from https://www.rank.ai/rankings/cybersecurity-platforms/cybersecurity-platforms-prompt-brand-leaders
<iframe src="https://www.rank.ai/embed/boards/cybersecurity-platforms-prompt-brand-leaders" title="Cybersecurity Platforms Prompt Brand Leaders" width="100%" height="420" loading="lazy" style="border:1px solid #111;max-width:720px"></iframe>
<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/cybersecurity-platforms/cybersecurity-platforms-prompt-brand-leaders">Cybersecurity Platforms Prompt Brand Leaders</a> by Rank.ai</p>More in Cybersecurity platforms
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