AI-generated visibility summary

AI visibility summary for Orca Security

Orca Security’s AI visibility is moderate but uneven. Its overall mention rate is 60.0% and citation rate is 60.0%, yielding a score of 61.0. The strongest engine is Google AI Overview, where Orca achieves perfect 100.0% mention and citation rates. The weakest engine is Bing Search, with only 40.0% for both metrics and a score of 34.4. Competitor Wiz leads the category with a 67.7 score, a 64.0% mention rate, and a 76.0% citation rate, indicating stronger AI trust. Citation gaps are evident: Orca’s own domain (orca.security) accounts for only 3.2% of cited sources, while third-party platforms like Reddit (8.5%) and competitor domains such as wiz.io (6.1%) dominate. A practical implication is that Orca’s reliance on external, non-brand sources for citations may limit its ability to control AI-generated narratives, especially in comparison-heavy prompts where Wiz is frequently cited as the benchmark.

Scan evidence for Orca Security

Visibility score
61.0
Mention rate
60.0%
Citation rate
60.0%
Engines
5
Prompts
5

Strongest engines

EngineScoreMentionsCitations
Google AI Overview 100.0 100.0% 100.0%
Google Search 61.5 60.0% 60.0%
Perplexity 59.2 60.0% 60.0%
ChatGPT 38.1 40.0% 40.0%
Bing Search 34.4 40.0% 40.0%

Visibility gaps

EngineScoreMentionsCitations
Bing Search 34.4 40.0% 40.0%
ChatGPT 38.1 40.0% 40.0%
Perplexity 59.2 60.0% 60.0%
Google Search 61.5 60.0% 60.0%
Google AI Overview 100.0 100.0% 100.0%

Competitive landscape

  1. Wiz wiz.io Score 67.7
  2. Orca Security brand orca.security Score 61.0
  3. Sysdig sysdig.com Score 43.6
  4. CrowdStrike crowdstrike.com Score 38.9
  5. Sentinelone sentinelone.com Score 38.1
  6. Tenable tenable.com Score 20.4
  7. Accuknox accuknox.com Score 19.0
  8. Aquasec aquasec.com Score 16.7

Most cited domains

  1. reddit.com 70 citations · 8.5%
  2. wiz.io 50 citations · 6.1%
  3. paloaltonetworks.com 41 citations · 5.0%
  4. microsoft.com 39 citations · 4.8%
  5. orca.security 26 citations · 3.2%
  6. amazon.com 26 citations · 3.2%
  7. tenable.com 21 citations · 2.6%
  8. sentinelone.com 21 citations · 2.6%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
best agentless CNAPP for multi-cloud security 5 5 4
alternatives to Wiz for cloud security posture management 5 5 2
cloud security platform for Kubernetes and containers 5 3 2
how to secure AI workloads in cloud without agents 5 1 4
CNAPP vs CSPM vs CWPP what is the difference 5 1 3
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Google said AI Overviews reached more than 1.5 billion monthly users in 2025, while ChatGPT was confirmed at more than 2.5 billion prompts per day.

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AI citations are not the same as SEO rankings

A 2026 measurement study found nearly 30% of Google AI Overview cited domains did not appear in the co-displayed first page of organic results.

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16
AI engines and search sources tracked
2.5B+
ChatGPT prompts per day, confirmed by OpenAI
1.5B+
Monthly Google AI Overview users reported in 2025
~30%
AI Overview cited domains absent from first-page organic results

Sources: OpenAI-confirmed ChatGPT usage, Google AI Overview reach, 2026 AI Overview citation study.

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