LLM Security & AI Guardrails AI Search Visibility Rankings
7
brands ranked
18.7%
top presence rate
1,249
citations, 30 days
Live category snapshot
30-day State of AI Search for LLM Security & AI Guardrails
A tactical view of the current category: which surfaces were cited in the last 30 days, which brands lead the current public benchmark, and where content teams should strengthen proof before the broader market narrative gets set elsewhere.
Statistics refreshed Nov 15, 2026 · last 30 days
Read the full benchmarkCitation records
1,249
341 cited domains
Top-3 citation share
34.2%
Share of citations in the first three source positions
Leading surface
Documentation
Most-cited content type in this category
Leading source class
Company and commercial sources
Where answer engines are finding evidence
Platform citation activity
Content surfaces cited
Source classes
Top cited domains
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