Security AI query examples
Endpoint security
- "best EDR solutions 2026"
- "top endpoint detection vendors"
- "CrowdStrike vs SentinelOne vs competitors"
Identity & access
- "best IAM solutions for enterprise"
- "top SSO platforms"
- "best PAM tools"
Cloud security
- "best CSPM tools"
- "top cloud security posture management"
- "AWS security monitoring solutions"
SMB / general
- "best antivirus for businesses"
- "affordable SIEM solutions"
- "best vulnerability scanner"
AI signals that drive security vendor recommendations
Gartner Magic Quadrant tier
CriticalThis is the single biggest factor. Gartner MQ is the most-cited analyst framework in AI security responses. Leader tier creates "Gartner Leader" framing in AI. Challenger/Niche Player creates significantly lower mention rates in enterprise security queries.
Forrester Wave evaluation
Very highForrester Wave Leader/Strong Performer designations are cited in AI security recommendations alongside or instead of Gartner, particularly for identity, zero trust, and newer categories.
G2 Grid Leader (security subcategory)
HighG2 Leader status in relevant security categories (EDR, SIEM, CASB, etc.) creates review-based authority signals that are particularly cited for mid-market and SMB security queries.
"Best of" security editorial coverage
HighSC Media, Dark Reading, CRN, TechRepublic, and CISA partnerships create authoritative coverage signals. Inclusion in "top security vendors" editorial roundups significantly drives AI recommendation rates.
CVE and vulnerability response track record
HighHow a vendor handles disclosed vulnerabilities is tracked in security communities. A strong CVE response record creates positive framing; mishandled disclosures create persistent hedged framing.
Security certification and compliance attestations
ModerateSOC 2 Type II, ISO 27001, FedRAMP - compliance certifications are cited in AI descriptions for regulated industry security queries.
AI visibility benchmarks by security category
| Security category | Avg score | Leader score |
|---|---|---|
| Endpoint / EDR | 45–62 | 72–84 |
| Identity / IAM / SSO | 40–58 | 70–80 |
| Cloud security (CSPM/CNAPP) | 30–50 | 62–75 |
| SIEM / log management | 38–55 | 68–78 |
| Email security | 35–52 | 65–76 |
| SMB security | 25–45 | 58–72 |
See how your security brand appears in AI queries
Free audit shows your AI Visibility Score vs. competitors for your security category queries.