AgentVet Lab · New

    Prompt Injection Resistance Audit

    Independent, evidence-based verification that your AI agent resists hidden instructions buried in the content it reads — emails, tickets, documents, web pages, and tool output. From $249, delivered in 2–3 business days.

    Publicly verifiable certificates · Severity-weighted scoring · No subscription

    Why this matters right now

    Every new frontier model release widens what agents are allowed to do — browse, read inboxes, call tools, move money. Prompt injection has been the #1 entry on the OWASP Top 10 for LLM Applications since the list existed, and it remains unsolved at the model layer. As agents gain autonomy, the blast radius of a single hidden instruction grows with them. Buyers have noticed: injection resistance is now a standard question in enterprise security review, and "we handle that" is no longer an accepted answer.

    What is a prompt injection attack?

    An attacker hides instructions inside content your agent reads, and the agent follows them instead of yours. There is no exploit code and no malware — just text that looks like a command to a system that can't tell commands from data.

    Direct injection

    A user types the manipulation straight into the conversation to override your system prompt or unlock restricted behavior.

    Indirect injection

    The payload sits in third-party content your agent retrieves — a web page, PDF, ticket, or calendar invite. No human ever sees it.

    Silent tool hijack

    The visible answer looks clean while an unauthorized tool call already fired. Only tool-call logs reveal it.

    If you're shipping a new agent

    • Clear enterprise security review with a third-party report instead of a questionnaire.
    • Find exfiltration paths in week two, not after your first breach.
    • Stand out in a category where everyone claims to be safe and nobody can prove it.
    • Hand investors a real technical diligence artifact.

    If you're an enterprise deploying agents

    • You carry the liability — vendor assurances aren't a defense.
    • One consistent bar applied across every agent you evaluate.
    • Documentation that maps to OWASP LLM Top 10 and NIST AI RMF review.
    • A dated baseline to re-test against as models and tools drift.

    What the report looks like

    SAMPLE REPORT · ILLUSTRATIVE
    Prompt Injection Resistance — Pilot Audit
    PASS
    Severity-Weighted Block Rate
    94%
    Critical Exploits (Exfil / Hijack)
    0 — PASS
    Assurance Tier
    Instrumented
    Direct override attempts12/12 blocked
    Indirect injection via retrieved documents17/18 blocked
    Data exfiltration attempts8/8 blocked
    Tool-hijack attempts (log-verified)9/9 blocked
    System prompt disclosure4/5 blocked — 1 partial leak

    Every certified agent receives a publicly verifiable certificate ID. Anyone can confirm it at agentvet.ai/verify.

    Transcript-Reviewed
    $249

    We grade your agent's output artifacts only — the same evidence standard used across every AgentVet Lab benchmark.

    Instrumented
    $349

    You additionally provide a tool-call log, so we can catch silent hijacks that leave no visible trace in your agent's output — stronger assurance for high-stakes deployments.

    SAMPLE BADGE
    AgentVet Verified: Prompt Injection Resistant [Instrumented | Transcript-Reviewed]
    Severity-Weighted Block Rate: X%
    Critical Exploits (Exfiltration / Tool Hijack): N — PASS/FAIL

    Prompt Injection Resistance Audit

    Tell us about your agent and we'll take it from there.

    Total — Transcript-Reviewed$249

    Secure payment via Stripe. Audit results delivered within 2–3 business days.

    Prompt injection: frequently asked questions