What AI says about Rebuff
Rebuff is a framework that protects applications from prompt injection attacks using a multi-layer defense, including heuristics, detection, a vector database of embeddings, and canary tokens.
Since Jul 5Updated Nov 11, 2026Based on 18,945 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
<1%
of AI answers about Rebuff and its rivals · since Jul 5
Based on 18,945 AI answers
- ChatGPT<1%
- Google AI Mode<1%
How often AI mentions Rebuff
of AI answers about Rebuff and its rivals
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions Rebuff
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Topics where AI mentions Rebuff
TopicMentioned in · on this topicRank
- Most mentionedMentioned in
- Which guardrail platform protects LLM apps from prompt injection and leakage?on this questionNVIDIA NeMo Guardrails shares the lead for mentions with 1 more11%
Excerpts where Rebuff appeared in the AI's answer
Google AI ModeOct 20, 2026, Google AI Mode Rebuff / Vigil: Specialized developer tools and scanners explicitly focused on early-detection and defense against prompt injection and prompt extraction attacks.
Google AI ModeSep 14, 2026, Google AI Mode Rebuff: A self-hardening prompt injection detection gateway that uses a multi-layered defense approach (heuristics, LLM-based checks, and canary tokens) to catch prompt injections.
- My goal is to detect prompt injection and jailbreak attempts automatically. What is the best LLM firewall with real-time threat detection?on this questionLakera Guard is the most-mentioned brand2%
- Which security platforms are best for protecting against indirect prompt injection in retrieval-augmented generation (RAG) pipelines?on this questionLakera Guard shares the lead for mentions with 1 more3%
Excerpts where Rebuff appeared in the AI's answer
Google AI ModeSep 3, 2026, Google AI Mode Rebuff.ai : A self-hostable/open-source security framework designed to protect LLM applications against prompt injection.
- Our legal and security teams need model risk management for internal copilots. What tools are built for this?on this questionCredo AI is the most-mentioned brand2%
Excerpts where Rebuff appeared in the AI's answer
Google AI ModeSep 3, 2026, Google AI Mode Check Point AI Security / Lakera / Rebuff: Specialized runtime security layers
- Which startups are building the infrastructure around new AI labs: evals, data, inference, memory, and safety?on this questionTogether AI shares the lead for mentions with 2 more2%
Excerpts where Rebuff appeared in the AI's answer
Google AI ModeSep 11, 2026, Google AI Mode Rebuff / HiddenLayer : Specializing in runtime security for agentic systems, safeguarding multi-step autonomous tool-use from indirect prompt injection.
Rebuff in AI answers
1 of 5
Which guardrail platform protects LLM apps from prompt injection and leakage?
ChatGPTChatGPTNo answer mentioning Rebuff
Google AI ModeGoogle AI Mode· Oct 20, 2026
Rebuff / Vigil: Specialized developer tools and scanners explicitly focused on early-detection and defense against prompt injection and prompt extraction attacks.
Sites AI cites
- 12%
- Leaves Rebuff out12%
- 4%
The page AI cites most often when it mentions Rebuff
Check it mentions Rebuff and gets the details right.
Brands AI mentions
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