Reviewed security vendors ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.
Cybersecurity platforms
Most cited domains in Cybersecurity platforms answers
33.3%
sentinelone.com ranks first
Cited answer coverage
105
Sites ranked
Sep 18
Snapshot recorded
2026 · Rotating schedule
36
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 105 sites by cited answer coverage
sentinelone.com leads at 33.3%; the middle of the board sits at 2.8%.
- Ahead of second place
- 8.3%
- Held by the top three
- 16%
- Middle of the board
- 2.8%
- Below half the leader
- 102 of 105
The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.
answers citing it: 1 on 78 of 105 rows · engines: 1 on 84 of 105 rows · 36 checks behind each row.
Compare brands
One brand against up to three competitors, answer by answer
33.3%
of these answers name or cite Palo Alto Networks
12 of 36 answers
38.7%
Its share of the compared brands' appearances
9
Answers citing its own site
9 links to its domains
2 of 3
Model APIs that name it
| Brand | Named or cited | Against primary | Share of compared | Mentions | Answers citing it | Links to its site | Model APIs |
|---|---|---|---|---|---|---|---|
| Palo Alto Networkspaloaltonetworks.com | 33.3%12 of 36 | Primary | 38.7% | 16 | 9 | 9 | 2 of 3 |
| CrowdStrikecrowdstrike.com | 22.2%8 of 36 | -11.1 pts | 25.8% | 12 | 1 | 1 | 2 of 3 |
| Microsoft Securitymicrosoft.com | 16.7%6 of 36 | -16.7 pts | 19.4% | 6 | 2 | 2 | 2 of 3 |
| Fortinetfortinet.com | 13.9%5 of 36 | -19.4 pts | 16.1% | 5 | 3 | 3 | 2 of 3 |
Every answer
Which compared brands each answer names
| Question | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01Which enterprise cybersecurity platforms are best for consolidating endpoint, cloud, identity, network, and security-operations tooling?Recommendation | Palo Alto Networks, cited 1CrowdStrikeMicrosoft SecurityFortinet, cited 1 8 sources 050de5f4 | None named 0 sources f0bb4311 | Palo Alto Networks, cited 1CrowdStrike, cited 1 7 sources 7d0d7179 |
| 02Recommend an endpoint detection and response platform for preventing ransomware, investigating attacks, and automating remediation.Recommendation | CrowdStrikeMicrosoft Security 5 sources f02a0052 | None named 0 sources 885bf32f | Palo Alto Networks, cited 1Microsoft Security, cited 1Fortinet, cited 1 9 sources d8299040 |
| 03Which cloud security platform is strongest for posture management, workload protection, entitlement risk, and attack-path analysis?Recommendation | Palo Alto Networks, cited 1 5 sources 51ac3cd8 | None named 0 sources a5724c98 | Palo Alto Networks, cited 1 9 sources c02b63cb |
| 04Recommend a zero-trust security platform for secure web access, private application access, branch connectivity, and data protection.Recommendation | Palo Alto Networks 4 sources 7ef14197 | None named 0 sources 0a7ae792 | Palo Alto Networks, cited 1Microsoft Security, cited 1 10 sources f0468764 |
| 05Which cybersecurity vendors are best for workforce identity, privileged access, identity threat detection, and least privilege?Recommendation | CrowdStrikeMicrosoft Security 6 sources 49821b18 | None named 0 sources c07cb563 | None named 8 sources 1d09c2ab |
| 06Recommend an application security platform for code, dependency, container, infrastructure-as-code, and developer workflow scanning.Recommendation | None named 6 sources 7038f3b6 | None named 7 sources 4f55baf5 | None named 10 sources 482706ee |
| 07Which security platform is best for an organization that needs 24/7 managed detection and response with expert incident support?Recommendation | CrowdStrike 7 sources d60ad281 | None named 0 sources 7d15b5c2 | CrowdStrike 10 sources 07a0075d |
| 08What cybersecurity platform should a mid-market company choose for strong protection, manageable operations, and predictable cost?Recommendation | Palo Alto NetworksCrowdStrikeFortinet 5 sources 550a8523 | None named 0 sources 2e995aa3 | None named 8 sources 08a3a12b |
| 09Compare enterprise cybersecurity platforms on prevention, detection, response, coverage, integrations, data retention, and operating effort.Commercial comparison | Palo Alto NetworksCrowdStrikeMicrosoft SecurityFortinet 6 sources aec87704 | None named 0 sources 10dd7ac7 | Palo Alto Networks, cited 1Fortinet, cited 1 7 sources ba729e42 |
| 10How should a security team evaluate platform consolidation versus best-of-breed tools without creating coverage or lock-in risk?Commercial comparison | Palo Alto Networks, cited 1 6 sources f2e25626 | None named 0 sources 618be9bf | Palo Alto Networks, cited 1 9 sources b5aa2ec0 |
| 11Create a proof-of-concept scorecard for cybersecurity platforms using real detection, false-positive, investigation, and response workflows.Commercial comparison | None named 4 sources 1ce4a745 | None named 0 sources 8b20e31f | None named 4 sources 00ad6e3e |
| 12Which criteria expose hidden cybersecurity platform costs, telemetry limits, integration gaps, analyst workload, and vendor lock-in?Commercial comparison | None named 4 sources 9dab03c8 | None named 0 sources 9ae9cb7c | None named 4 sources 565a0f51 |
Sources
The sites these answers cite
| Site | Answers citing it | Distinct pages | Model APIs | Best position |
|---|---|---|---|---|
| sentinelone.com | 12 | 10 | 2 | 1 |
| paloaltonetworks.com | 9 | 6 | 2 | 1 |
| gartner.com | 6 | 4 | 2 | 1 |
| stellarcyber.ai | 5 | 4 | 2 | 4 |
| underdefense.com | 4 | 4 | 2 | 2 |
| fortinet.com | 3 | 3 | 2 | 1 |
| rank.ai | 3 | 3 | 2 | 1 |
| accuknox.com | 3 | 2 | 2 | 1 |
| bitlyft.com | 3 | 2 | 1 | 1 |
| d3security.com | 3 | 2 | 2 | 1 |
| huntress.com | 3 | 2 | 2 | 1 |
| snyk.io | 2 | 4 | 2 | 1 |
| cycode.com | 2 | 2 | 2 | 1 |
| veza.com | 2 | 2 | 2 | 1 |
| orca.security | 2 | 2 | 1 | 3 |
| vectra.ai | 2 | 2 | 2 | 3 |
| youtube.com | 2 | 2 | 1 | 3 |
| redcanary.com | 2 | 2 | 1 | 4 |
| reco.ai | 2 | 2 | 1 | 6 |
| econmarketresearch.com | 2 | 1 | 2 | 2 |
What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.cybersecurity-platforms-2026-07-27 / 4-cybersecurity-platforms-2026-07-27-models-64232fd32583
Why this rank
fortinet.com on Most-cited domains in Cybersecurity Platforms answers
Some explanation inputs are unavailable. Not published: the evidence frozen with this snapshot.
Ranks URL-derived citation hostnames in the complete public prompt benchmark without additional provider calls.
9
Rank on this board
8.333 percent
Score
36
Answers behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Answer coverage | 8.333333 | 8.333 |
Moved up since the previous snapshot
+1 places- Position numerator17 to 9-8
- Best position5 to 1-4
- Mean position5.667 to 3-2.667
- Median position5 to 3-2
- Answer denominator36 to 360
- Engine denominator3 to 30
- Position denominator3 to 30
- Answer coverage8.333 to 8.3330
- Cited answer3 to 30
- Distinct URL3 to 30
- Engine breadth2 to 20
Where each number comes from
7 public recordsCited-answer coverageAnswer coverage · observed Sep 18, 2026, 12:00 AM UTC8.333 percent100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Best citation positionBest position · observed Sep 18, 2026, 12:00 AM UTC1 position100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Cited answersCited answer · observed Sep 18, 2026, 12:00 AM UTC3 answers100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Distinct citation URLsDistinct URL · observed Sep 18, 2026, 12:00 AM UTC3 URLs100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Engine breadthEngine breadth · observed Sep 18, 2026, 12:00 AM UTC2 engines100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["c2357562-51c6-47f5-94b6-de5ccf335027","a2a98a46-82ca-4cd2-80f3-2cb3c38fa6e2","1db6f5fc-5417-4d7a-830b-84ee80bd4303","9bd98a8e-0c2b-4856-8793-306842e388c3","a36176f1-6848-4681-80c5-703d381dea42","2d77fe54-6ec7-4f76-abd1-f93a3a37a742","4ae63507-865e-4594-a16e-3f0c8b1661c9","ed75ef0c-1ae4-48e7-89f2-c6a1bd7e0172","6eca0a99-fd6a-44b3-a55f-5cccf4646e21","1fb4c351-585b-46ac-9d07-bfd75924adc8","54d63709-4870-40cd-98c9-100532e0f0cd","13e1bd0f-16d6-4a94-a522-c12a53f2571b","dd107979-53be-43fd-ab79-8c7be7e3c466","9d713303-2b09-42cd-810e-bdccc2ac9923","b66979cc-ecb6-439d-887f-ebcc65de20b6","d207ef32-0cee-446e-8316-66d3712b867e","9248c9ad-d2c2-4d20-9ca3-62921ed3409b","e2171765-3243-4256-b231-95b09875a255","3fd1f9c1-22d1-48d9-9fec-64449c44113d","a2e7211b-29e8-44e8-a6c3-3599143b232f","6a0057cb-c4a3-46c2-97d1-ab35a54faf05","e99a7551-f878-4f06-8157-9600451567c2","44f18184-2110-4ae7-a2d9-2810fc18c6ac","6efff258-12be-49b0-97a9-a685f864d733","aaa5b6a7-5801-4d4e-817f-9efd0c833bc4","4b1cce31-959d-4535-8522-2c7114dc4aa8","bf437525-965a-4452-9e10-302707e93a66","5916bbe7-86ae-4939-bdae-692c91d90d57","6923dd7f-b68f-4f3c-a50b-6b69399df7b2","f0d07cce-75dc-4d02-ab85-78d921dfc9f5","e17e7040-f1dc-483e-a0c8-ad18eec2a239","53c2f5a0-c43c-456a-8dac-31a078c9ccb1","3efd833f-6e70-4fc0-a500-4760eb5583e3","8a6ca7a4-9908-4e4a-a3ab-3c1fc877f8c4","e4cdc798-db6b-4677-ab15-f027dd9b2b75","b391ac49-09cc-4227-b8e3-65d62780e4c1"],"benchmarkVersion":"4-cybersecurity-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Mean citation positionMean position · observed Sep 18, 2026, 12:00 AM UTC3 position100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Median citation positionMedian position · observed Sep 18, 2026, 12:00 AM UTC3 position100% confidence
- Source
- Rank.ai Cybersecurity Platforms Prompt Benchmark
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