ChatGPT SearchSep 10, 2026
Preamble — Particularly relevant if your incident involves agents: they advertise simulations of prompt injection, jailbreaks, agent takeovers, and data exfiltration
Data as of Oct 14, 2026Based on 18,532 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Preamble is a platform for enterprises that provides tools to protect against data leaks and attacks through customizable guardrails.
<1%
of 18,532 answers across Preamble’s markets · since Jul 5
The market map
AI Red Teaming & Pen TestingMentioned in
Share of answers in AI Red Teaming & Pen Testing each week · 317 answers since Jul 5
Each engine’s share of its own answers across Preamble’s markets · since Jul 5
Where Preamble ranks in AI
Question: We are investigating a security breach involving prompt injection. Who offers AI Red Teaming services?
ChatGPT SearchSep 6, 2026
Preamble — Particularly relevant to your incident: they conduct offensive testing for prompt injection, jailbreaks, agent takeover and data exfiltration and also provide remediation/hardening.
Question: My QA team can't predict how the model will behave on edge cases. Who offers "red teaming" services for AI reliability?
ChatGPT SearchAug 14, 2026
Preamble — Good choice if the edge cases involve agents, prompt injection, data leakage, tool use, or adversarial attacks.
preamble.com 19%Other sites 81%
Excerpts where Preamble appeared in the AI's answer
Preamble — Good choice if the edge cases involve agents, prompt injection, data leakage, tool use, or adversarial attacks.
Excerpts where Preamble appeared in the AI's answer
Preamble — Particularly relevant if your incident involves agents: they advertise simulations of prompt injection, jailbreaks, agent takeovers, and data exfiltration
Preamble — Particularly relevant to your incident: they conduct offensive testing for prompt injection, jailbreaks, agent takeover and data exfiltration and also provide remediation/hardening.
Excerpts where Preamble appeared in the AI's answer
Preamble Health Scottsdale offers a “Medicine 3.0” executive physical with 100+ biomarkers, DEXA, VO₂ max, metabolic testing, functional strength/mobility assessment and physician review.