What AI says about Promptfoo
Promptfoo provides security testing and evaluation tooling for language models and prompts. It is among the brands most often named for automated red teaming, adversarial chatbot testing, and continuous prompt evaluation in developer pipelines.
AI calls itopen-source,lightweight,developer-first,popular,cli-first,red-teaming
Since Jul 5Updated Nov 10, 2026Based on 10,445 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
12%
of AI answers about Promptfoo and its rivals · since Jul 5
Based on 10,445 AI answers
- ChatGPT10%
- Google AI Mode13%
How often AI mentions Promptfoo
of AI answers about Promptfoo 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 Promptfoo
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- AI Red Teaming ServicesChatGPTGoogle AI Mode
- AI Red Teaming & Pen TestingChatGPTGoogle AI Mode
- Prompt Management & Evaluation PlatformsChatGPTGoogle AI Mode
- LLM Observability and Evaluation PlatformsChatGPTGoogle AI Mode
- LLM Output Monitoring PlatformsChatGPTGoogle AI Mode
- LLM Firewall and Guardrail PlatformsOutside both engines’ top 25
- AI Marketing Copywriting and Brand GovernanceOutside both engines’ top 25
- LLM Fine-Tuning and Hosting PlatformsOutside both engines’ top 25
- Continuous Automated Penetration TestingOutside both engines’ top 25
- AI-Powered Code Review & SAST ToolsOutside both engines’ top 25
- Grounded Customer Support ChatbotsOutside both engines’ top 25
- RLHF Data Collection & Training PlatformsOutside both engines’ top 25
Topics where AI mentions Promptfoo
TopicMentioned in · on this topicRank
- Prompt evaluation and performance monitoring platforms
- Agent reliability and tool-use testing
- LLM-as-a-judge evaluation frameworks
- Static analysis tool for AI security
- LLM prompt management and evaluation
- LLM output quality evaluation
- Production prompt A/B testing platform
- Prompt library software for enterprise centers of excellence
- Prompt A/B testing in production
- Prompt analytics tool for identifying themes and failures
- Style and tone alignment monitoring
- LLM hallucination and factuality evaluation
- RAG indirect prompt injection security
- LLM observability and prompt tracing
- LLM agent API tool reliability
- RAG evaluation
- Chatbot output guardrails
- Prompt lifecycle management platform
- Web application vulnerability testing
- Prompt injection detection and input sanitization
- LLM output drift detection
- Multi-step stateful task management
- AI red teaming services for image recognition model security
- Dataset auditing for poisoned data
- LLM integration into existing applications
- AI brand visibility tracking tools
- Self-hosted open-source LLM management platform
- PII redaction for LLM pipelines
- AI-assisted code review
- AI picks mostMentioned in
- What is the best AI red-teaming platform for testing enterprise assistants and agent workflows?on this questionAI picks PyRIT and 1 more about as often61%
- How can I run automated regression tests on my AI agent's responses?on this questionAI picks Promptfoo most67%
- We are conducting a prompt injection penetration test. Who offers automated red teaming suites?on this questionAI picks NVIDIA Garak and 2 more about as often80%
Excerpts where Promptfoo appeared in the AI's answer
Google AI ModeOct 25, 2026, Google AI Mode Promptfoo : A widely used CLI tool and library for automated LLM evaluation and security vulnerability scanning.
ChatGPTSep 25, 2026, ChatGPT Microsoft PyRIT, NVIDIA Garak, and Promptfoo — developer/research-oriented options for automated adversarial testing
Promptfoo in AI answers
1 of 8
We want to create a comprehensive test suite for our production LLM prompts. What's the best framework for prompt unit testing and integration testing?
ChatGPTChatGPT· Nov 5, 2026
My leading candidates are Promptfoo, DeepEval, LangSmith, and Braintrust.
Google AI ModeGoogle AI Mode· Oct 31, 2026
Promptfoo (**Best for CLI-first, YAML-driven, & Security Red-Teaming**)
Sites AI cites
- Your site34%
- Build Secure AI Applications | Promptfoo (opens in a new tab) · 12%Lists Promptfoo
- Intro | Promptfoo (opens in a new tab) · 3%Lists Promptfoo
- AI Red Teaming | Promptfoo (opens in a new tab) · 2%
- Dataset Generation - Automated Test Data Creation | Promptfoo (opens in a new tab) · 2%Lists Promptfoo
- LLM red teaming guide (open source) | Promptfoo (opens in a new tab) · 2%Lists Promptfoo
- Top Open Source AI Red-Teaming and Fuzzing Tools in 2025 | Promptfoo (opens in a new tab) · 1%
- Getting started | Promptfoo (opens in a new tab) · 1%Lists Promptfoo
- How to red team LLM applications | Promptfoo (opens in a new tab) · 1%Lists Promptfoo
- Code Scanning for LLM Security | Promptfoo (opens in a new tab) · 1%
- Code Scanning - LLM Security Vulnerability Scanner | Promptfoo (opens in a new tab) · 1%
- Lists Promptfoo on 6 of 7 pages4%
- Best Prompt Evaluation Tools in 2026 (Tested & Compared) - Articles - Braintrust (opens in a new tab) · 2%
- 7 best prompt management tools in 2026 (tested and compared) - Articles - Braintrust (opens in a new tab) · 1%Lists Promptfoo
- Best LLM red teaming tools for production in 2026 - Articles - Braintrust (opens in a new tab) · <1%Lists Promptfoo
- Best AI evals products for self-hosted / on-prem enterprise deployments (2026) - Articles - Braintrust (opens in a new tab) · <1%Lists Promptfoo
- Braintrust vs. Promptfoo: 2026 LLM evaluation comparison - Articles - Braintrust (opens in a new tab) · <1%Lists Promptfoo
- Best hallucination detection tools for LLM applications (2026): catch bad outputs before users do - Articles - Braintrust (opens in a new tab) · <1%Lists Promptfoo
- Best Prompt Engineering Tools in 2026 (Reviewed) - Articles - Braintrust (opens in a new tab) · <1%
- 7 best prompt playgrounds for PMs in 2026 - Articles - Braintrust (opens in a new tab) · <1%Lists Promptfoo
- DeepEval alternatives (2026): Best tools for LLM evals, RAG, and agent testing - Articles - Braintrust (opens in a new tab) · <1%
- AI agent evaluation platform | Evaluate AI agents | Braintrust (opens in a new tab) · <1%Leaves Promptfoo out
- Lists Promptfoo on 1 of 1 page4%
- Medium (opens in a new tab) · 1%Lists Promptfoo
- Promptfoo Explained Simply: Why LLM Applications Need Evaluation — Part I (opens in a new tab) · <1%
- Top 17 Widely Used LLM Evaluation Tools/Frameworks in Industry | by Manjula Mariappan | Medium (opens in a new tab) · <1%
- Testing AI You Can’t Unit Test: My Journey with Promptfoo - Medium (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%
- LLM and Prompt Evaluation Made Easy: Your Guide to Better AI (opens in a new tab) · <1%
- Prompt Engineering for Chatbots. Introduction to Prompt Engineering | by Aahana Khanal | Medium (opens in a new tab) · <1%
- PromptFoo: Let’s Ditch the Manual Prompt Hassle! | by Ahmet Coşkun Kızılkaya (opens in a new tab) · <1%
- From “Looks Good” to “Passed the Run”: The New Shape of Agent Evals | by NextGenTechDawn | May, 2026 | Medium (opens in a new tab) · <1%
- Testing LLM prompts like code: regression evals in CI/CD with promptfoo (opens in a new tab) · <1%
- 3%
- How I Build Consistent LLM Apps with Smart Unit Tests ... (opens in a new tab) · <1%
- 21. AI Red-Teaming 101 - Prompt-Based Attacks on LLMs ... (opens in a new tab) · <1%
- LLM Evals: Find the Cheapest Model That Passes Your ... (opens in a new tab) · <1%
- AI Model Penetration: Testing LLMs for Prompt Injection ... (opens in a new tab) · <1%
- Prompt Engineering and AI Red Teaming (opens in a new tab) · <1%
- Learn AI Red Teaming with Promptfoo — My New Udemy Course (opens in a new tab) · <1%
- This ONE Trick Generates Prompts for EVERY AI Model (opens in a new tab) · <1%
- How to Prevent Hidden Prompt Injection Attacks (opens in a new tab) · <1%
- Open-Source vs. Proprietary AI Tools | Exclusive Lesson (opens in a new tab) · <1%
- How to Systematically Setup LLM Evals (Metrics, Unit Tests ... (opens in a new tab) · <1%
- Lists Promptfoo on 2 of 2 pages2%
- GitHub - promptfoo/promptfoo: Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. · GitHub (opens in a new tab) · 1%Lists Promptfoo
- GitHub - AI-App/PromptFoo: Test your prompts. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality. · GitHub (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 - jassics/awesome-genai-security: Curated list of links, references, books videos, tutorials (Free or Paid), Exploit, CTFs, Hacking Practices etc. which are related to GenAI and LLM Security · GitHub (opens in a new tab) · <1%
- GitHub - promptfoo/code-scan-action: Github Action for Promptfoo Code Scanner - security scanning for LLM apps (opens in a new tab) · <1%
- GitHub - promptfoo/promptfoo-python: Python wrapper for the promptfoo CLI - LLM testing, red teaming, and security evaluation · GitHub (opens in a new tab) · <1%
- promptfoo/site/docs/guides/llm-redteaming.md at main · promptfoo/promptfoo · GitHub (opens in a new tab) · <1%Lists Promptfoo
- promptfoo/site/docs/red-team/strategies/index.md at main · promptfoo/promptfoo · GitHub (opens in a new tab) · <1%
- GitHub - requie/LLMSecurityGuide: A comprehensive reference for securing Large Language Models (LLMs). Covers OWASP GenAI Top-10 risks, prompt injection, adversarial attacks, real-world incidents, and practical defenses. Includes catalogs of red-teaming tools, guardrails, and mitigation strategies to help developers, researchers, and security teams deploy AI responsibly. · GitHub (opens in a new tab) · <1%
- Regression Testing: Definition, Types, and Tools · GitHub (opens in a new tab) · <1%
- Lists Promptfoo on 1 of 1 page2%
- Tested 5 AI evaluation platforms - here's what actually worked for our startup (opens in a new tab) · <1%
- red teaming for ai/llm apps (opens in a new tab) · <1%
- Which prompt management tools do you use? (opens in a new tab) · <1%
- Built a platform for version control and A/B testing prompts - Reddit (opens in a new tab) · <1%
- Tested 5 AI evaluation platforms - here's what actually worked for our startup (opens in a new tab) · <1%
- Spent months researching LLM eval & observability platforms for a 250-person rollout — sharing what we found : r/AI_Agents (opens in a new tab) · <1%Lists Promptfoo
- Tested 5 AI evaluation platforms - here's what actually worked for our startup (opens in a new tab) · <1%
- How are you handling prompt injection in AI agents that read ... (opens in a new tab) · <1%
- Best AI Agentic security tools for AI company? (opens in a new tab) · <1%
- Built our own LLM prompt management tool - did we miss something already out there? (opens in a new tab) · <1%
- Lists Promptfoo on 1 of 1 page2%
- Lists Promptfoo on 3 of 3 pages2%
- Top 5 Prompt Testing and Deployment Workflows for LLM Apps (opens in a new tab) · 1%
- Top 5 Prompt Versioning Platforms in 2026 (opens in a new tab) · 1%Lists Promptfoo
- Top 5 Prompt Engineering Platforms in 2026 (opens in a new tab) · <1%
- Top 5 AI Governance Platforms for Enterprise LLM Deployments (opens in a new tab) · <1%
- Top 5 Prompt Engineering Platforms in 2026 (opens in a new tab) · <1%
- Top 5 Prompt Engineering Tools for LLM Applications in Production (opens in a new tab) · <1%Lists Promptfoo
- Top 5 Prompt Engineering Tools in 2026 (opens in a new tab) · <1%
- Top 5 Prompt Management Platforms in 2025 - Maxim AI (opens in a new tab) · <1%
- Top 5 Prompt Versioning Tools in 2026 (opens in a new tab) · <1%Lists Promptfoo
- 1%
- Redefining AI Red Teaming in the Agentic Era: From Weeks to Hours (opens in a new tab) · <1%
- Prompt Public Large Language Models to Synthesize Data for Private On-device Applications (opens in a new tab) · <1%
- [2507.23751] CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks (opens in a new tab) · <1%
- OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs (opens in a new tab) · <1%
- A Benchmark for Long-Form Medical Question Answering (opens in a new tab) · <1%
- Promptware Engineering: Software Engineering for LLM Prompt Development (opens in a new tab) · <1%
- Red Teaming AI Red Teaming - arXiv (opens in a new tab) · <1%
- A Whole New World: Creating a Parallel-Poisoned Web Only AI-Agents Can See (opens in a new tab) · <1%
- Prompt-with-Me: in-IDE Structured Prompt Management for LLM-Driven Software Engineering (opens in a new tab) · <1%
- MEF: A Systematic Evaluation Framework for Text-to-Image Models (opens in a new tab) · <1%
