What AI says about Giskard
Giskard is an AI security and evaluation platform that provides automated red teaming, testing, and vulnerability scanning for LLMs, chatbots, and AI agents. It comes up for questions about detecting prompt injections, testing RAG pipelines, and monitoring model outputs for toxicity, bias, and hallucinations.
AI calls itopen-source,comprehensive,beginner-friendly,specialized,automated,automatically scans for vulnerabilities
Since Jul 5Updated Nov 11, 2026Based on 6,439 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
4%
of AI answers about Giskard and its rivals · since Jul 5
Based on 6,439 AI answers
- ChatGPT4%
- Google AI Mode4%
How often AI mentions Giskard
of AI answers about Giskard and its rivals
Track your brand free to see 13 weeks of history.
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions Giskard
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- AI Red Teaming ServicesChatGPTGoogle AI Mode
- AI Red Teaming & Pen TestingChatGPTGoogle AI Mode
- LLM Output Monitoring PlatformsChatGPT
- LLM Observability and Evaluation PlatformsOutside both engines’ top 25
- Continuous Automated Penetration TestingOutside both engines’ top 25
- Data Observability and Quality PlatformsOutside both engines’ top 25
- AI-Powered Code Review & SAST ToolsOutside both engines’ top 25
- LLM Firewall and Guardrail PlatformsOutside both engines’ top 25
- Enterprise MLOps Model Registry PlatformsOutside both engines’ top 25
- Grounded Customer Support ChatbotsOutside both engines’ top 25
- VC & Angel Investor DatabasesOutside both engines’ top 25
Topics where AI mentions Giskard
TopicMentioned in · on this topicRank
- LLM-as-a-judge evaluation frameworks
- AI red teaming services for image recognition model security
- Static analysis tool for AI security
- Dataset auditing for poisoned data
- Model registry tools with immutable artifacts and CI policy gates
- Web application vulnerability testing
- Series a investor for developer tools
- Most mentionedMentioned in
- We need to identify potential safety failures in our generative AI models that standard unit tests are missing. What platforms provide automated adversarial simulation for production-ready models?on this questionNVIDIA Garak shares the lead for mentions with 3 more48%
Excerpts where Giskard appeared in the AI's answer
Google AI ModeSep 21, 2026, Google AI Mode Giskard : An open-source and enterprise testing framework focused heavily on evaluating LLM and RAG (Retrieval-Augmented Generation) architectures
Google AI ModeSep 13, 2026, Google AI Mode Giskard: An open-source testing framework focused heavily on ML quality assurance and RAG (Retrieval-Augmented Generation) pipelines.
- What is the best AI red-teaming platform for testing enterprise assistants and agent workflows?on this questionPyRIT shares the lead for mentions with 1 more59%
Excerpts where Giskard appeared in the AI's answer
ChatGPTSep 23, 2026, ChatGPT Giskard is particularly oriented toward testing the whole agent behavior: interaction history, tool calls, multi-turn scenarios, security and quality, with findings flowing into tasks, regression tests, and guardrails.
Google AI ModeSep 11, 2026, Google AI Mode Giskard offers an open-source Python library featuring an automated LLM vulnerability scanner alongside Giskard Hub for enterprise collaboration.
- My goal is to find edge cases where my model is likely to fail. What's the best tool for "slicing" and exploring a dataset to find problematic subsets?on this questionSliceLine is the most-mentioned brand25%
Excerpts where Giskard appeared in the AI's answer
Google AI ModeSep 23, 2026, Google AI Mode Giskard : An open-source testing and quality framework for ML and LLMs.
Google AI ModeSep 15, 2026, Google AI Mode Giskard : An open-source testing and diagnostic framework specifically built to scan ML models for vulnerabilities, biases, and performance blind spots.
- We are building a secure AI deployment pipeline and need tools that can simulate multi-stage adversarial attacks. Which software vendors focus on AI robustness and red teaming?on this questionMindgard shares the lead for mentions with 2 more50%
Excerpts where Giskard appeared in the AI's answer
Google AI ModeSep 24, 2026, Google AI Mode Giskard: Focuses heavily on open-source and enterprise testing for LLM and ML robustness
Google AI ModeSep 20, 2026, Google AI Mode Giskard : An open-source testing framework dedicated to ML models and LLMs
Giskard in AI answers
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We are conducting a prompt injection penetration test. Who offers automated red teaming suites?
ChatGPTChatGPT· Oct 6, 2026
Giskard — particularly interesting for adaptive multi-turn attacks and attacks tailored to the agent's business context
Google AI ModeGoogle AI Mode· Nov 6, 2026
Giskard : An open-source testing framework for LLMs and ML models that automatically generates evaluation suites to detect prompt injection, hallucination, and bias issues.
Sites AI cites
- Your site36%
- AI Red Teaming & LLM Security Platform | Giskard (opens in a new tab) · 10%Leaves Giskard out
- Continuous Red Teaming v2026 (opens in a new tab) · 6%
- Best 7 tools for AI Red Teaming in 2025 to detect AI vulnerabilities (opens in a new tab) · 4%
- Continuous Red Teaming v2026 (opens in a new tab) · 2%
- Best AI agent red teaming tools in 2026: compare 15 platforms (opens in a new tab) · 1%
- LLM Evaluation Platform | Giskard AI Agent Testing (opens in a new tab) · 1%Leaves Giskard out
- Giskard alternatives for AI red teaming (2026) (opens in a new tab) · 1%
- Guide to Model Evaluation | Giskard (opens in a new tab) · 1%
- Why LLM evaluation is important? Evaluation methods & tools (opens in a new tab) · 1%
- Giskard (opens in a new tab) · 1%
- Your site13%
- Giskard: AI Agent Evaluation and Red Teaming (opens in a new tab) · 4%Leaves Giskard out
- Scan Vulnerabilities | Giskard Documentation (opens in a new tab) · 2%
- 🔪 Create data slices - Giskard Documentation (opens in a new tab) · 2%
- AI Agent Testing and Scanning Platform | Giskard (opens in a new tab) · 1%
- Vulnerability Scan | Giskard Documentation (opens in a new tab) · 1%
- Giskard Library | Giskard Documentation (opens in a new tab) · 1%
- 📊 Tabular Quickstart - Giskard Documentation (opens in a new tab) · <1%
- Performance tests - Giskard Documentation (opens in a new tab) · <1%
- Slicing functions - Giskard Documentation (opens in a new tab) · <1%
- Continuous AI Red Teaming | Giskard Documentation (opens in a new tab) · <1%
- Leaves Giskard out9%
- Best AI Red Teaming Tools in 2026? Garak vs Giskard vs PyRIT (opens in a new tab) · 6%
- Prompt Engineering and AI Red Teaming (opens in a new tab) · <1%
- 06: Top 18 LLM Observability Tools to Monitor & Evaluate AI Agents (2026 Guide) (opens in a new tab) · <1%Leaves Giskard out
- CrewAI Review: The Leading Platform for Multi-Agent AI ... (opens in a new tab) · <1%
- Part 3: Agent as a Jugde | Evaluating AI Agents with Arize AI | Community Webinar (opens in a new tab) · <1%
- Prompt Injection Attacks – Single-Turn | AI Red Teaming 101 (opens in a new tab) · <1%
- Best AI Red Teaming Tools in 2026? Garak vs Giskard vs PyRIT (opens in a new tab) · <1%
- How to trust your AI with automated red teaming (opens in a new tab) · <1%
- Red Teaming AI: OWASP LLM Top 10 with Brian and Derek (opens in a new tab) · <1%
- Your site3%
- Why Giskard? - Giskard Documentation (opens in a new tab) · <1%
- Tabular Quickstart - Giskard Documentation (opens in a new tab) · <1%
- Overconfidence - Giskard Documentation (opens in a new tab) · <1%
- Create data slices - Giskard Documentation (opens in a new tab) · <1%
- Why Giskard? (opens in a new tab) · <1%
- 🔪 Create data slices - Giskard Documentation (opens in a new tab) · <1%
- Tabular model scan - Giskard Documentation (opens in a new tab) · <1%
- Tabular & NLP Detectors - Giskard Documentation (opens in a new tab) · <1%
- Leaves Giskard out3%
- LLMs-based systems evaluation: A tremendous pillar of LLMOps (opens in a new tab) · 1%
- Medium (opens in a new tab) · <1%
- Mastering RAG Evaluation: A Deep Dive into Giskard AI for PDF Chatbots (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%Leaves Giskard out
- Red Teaming for Large Language Models Using Giskard (opens in a new tab) · <1%
- 1%
- GitHub - Giskard-AI/giskard-oss: 🐢 Open-Source Evaluation & Testing library for LLM Agents · GitHub (opens in a new tab) · <1%
- Domino (opens in a new tab) · <1%
- GitHub - requie/AI-Red-Teaming-Guide: A comprehensive guide to adversarial testing and security evaluation of AI systems, helping organizations identify vulnerabilities before attackers exploit them. · GitHub (opens in a new tab) · <1%
- GitHub - yeounoh/slicefinder: automatic data slicing · GitHub (opens in a new tab) · <1%
