What LLMs cite
How to develop a robust cybersecurity roadmap for long-term strategic objectives?
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across Gemini, Perplexity, and ChatGPT. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Optiv
Leads across all key metrics
AI engines mentioning
2 of 3
Optiv appears in 2 of 3 AI engines
#1 recommendations
1
Optiv was the #1 recommendation once.
AI answer share
67%
Optiv appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 3, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Optiv Claim your company | 2 of 3 | 1 | 67% |
| 2 | Palo Alto Networks Claim | 2 of 3 | 1 | 67% |
| 3 | Accenture Claim | 1 of 3 | 1 | 33% |
| 4 | Deloitte Claim | 1 of 3 | 0 | 33% |
| 5 | CyberSaint Claim | 1 of 3 | 0 | 33% |
| 6 | Cisco Systems Claim | 1 of 3 | 0 | 33% |
| 7 | IBM Security Claim | 2 of 3 | 0 | 67% |
| 8 | LRQA Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Palo Alto Networks
- 2. Cisco Systems
- 3. Fortinet
- 4. Check Point Software Technologies
- 5. CrowdStrike
- 6. Symantec (Broadcom)
+4 more in this answer
Gemini
+4 more in this answer
PerplexityWhat LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- sosafe-awareness.com How to build a cybersecurity strategy that aligns with business goals
- amatas.com Aligning Cybersecurity and Business Strategy – A Road to Success
- auxis.com 5 Steps for Building a Cybersecurity Roadmap to Reduce Risk - Auxis
- bitsight.com Building a Cybersecurity Roadmap: 5 Steps
- blackfog.com Why Every Business Needs A Cybersecurity Roadmap | BlackFog
- blog.motorolasolutions.com 8 steps to developing a strong cybersecurity strategy
- broadcom.com Symantec Enterprise Security - Broadcom
- checkpoint.com Check Point - Cybersecurity Solutions
Related questions
See how this market performs for the questions customers are asking AI.
- Proactive enterprise cybersecurity strategy development consulting services Accenture
- Consulting to measure and communicate cybersecurity ROI to the board effectively Deloitte
- Where to find fresh perspectives for cybersecurity strategy when internal expertise is limited? Accenture Security
- How to establish a resilient cybersecurity framework against rapidly evolving cyber threats? Palo Alto Networks
- Management consulting for tailored security solutions, not generic advice Booz Allen Hamilton
- How do we build business resilience against cyber threats Palo Alto Networks
- Solutions for managing high volume security alerts and reducing false positives Splunk
- How does managed print improve cybersecurity? Xerox Managed Print Services
- Who are the best consulting firms for security and compliance Deloitte
- Consulting firms specializing in innovative security strategies for enterprise protection Accenture
- Best cybersecurity compliance consultants Deloitte
- Cybersecurity compliance consultants in New York CyberSecOp
- Top financial regulatory compliance firms with cybersecurity audit expertise ACA Group
Markets move fast once AI patterns set in.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Optiv currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Optiv currently leads this conversation.
- #1 Optiv 67%
- #2
- #3 Accenture 33%
- #4 Deloitte 33%
- #5 CyberSaint 33%
- #6 Cisco Systems 33%
- #7 IBM Security 67%
- #8 LRQA 33%
Get ahead of the competition
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 3 independent AI observations.
- Question tested
- How to develop a robust cybersecurity roadmap for long-term strategic objectives?
- Market
- United States
- AI engines
- Gemini, Perplexity, and ChatGPT
- Research date
- November 3, 2026