Who AI recommends, and when it changes.
Data as of Apr 11, 2026 · Based on 116 AI answers · A buyer need in AI Red Teaming Services. · See how Parse measures this
Recommendation share
CrowdStrike leads at 10% of AI recommendations; HackerOne follows at 9%.
By platform
Platforms disagree: CrowdStrike leads on Google AI Overviews, ModelRed on ChatGPT.
Representative prompts behind this market ranking, and how AI tends to answer.
Buyer needs that sit next to this one in the same market.
Why here: Recommended for real-world adversary emulation, model manipulation testing, and integration with the Falcon platform. · 3 sources
Why here: Global network of ethical hackers finds novel vulnerabilities like prompt injection and data theft that automated tools often miss. · 3 sources
Why here: Specializes in compliance-aligned AI red teaming, targeting OWASP Top 10 for LLMs and RAG pipeline weaknesses. · 3 sources
Why here: Automated expert-led simulations (AutoRTAI) detect adversarial threats in production AI environments. · 3 sources
Why here: Developer-first platform with real-time guard and fast jailbreak testing via Gandalf. · 3 sources
Why here: Ranked #1 for 2026; provides automated testing for runtime security, prompt injection, and hallucination. · 3 sources
Why here: Human-led red teaming with multidisciplinary experts including linguists and ethicists to detect bias and hallucination. · 3 sources
Why here: Continuous automated behavioral risk analysis across the AI lifecycle, catching vulnerabilities in conversational AI. · 3 sources
Why here: Deep offensive security expertise simulating advanced attacks like RAG database poisoning and model theft. · 3 sources
Why here: Focuses on technically advanced threats like model inversion and training data extraction. · 3 sources
Why here: Enterprise-oriented red team service assessing GenAI applications for prompt injection and adversarial inputs. · 2 sources
Why here: Focuses on model supply chain risks, discovering and mapping AI assets with RECON. · 2 sources
The AI reliability red teaming space is closely contested between 
Where a different pick wins:
MendMend offers automated behavioral risk analysis throughout the AI lifecycle for rapid feedback within development cycles. · 2 sources
HackerOne's crowdsourced ethical hackers uncover novel vulnerabilities that automated tools often miss. · 3 sources
LakeraLakera's Gandalf platform provides real-time security and fast testing against jailbreaks. · 2 sources
MindgardMindgard is recommended for runtime security and continuous production risk management. · 2 sources
GRC SolutionsGRC Solutions blends technical red teaming with governance and assurance documentation. · 1 source
Group-IBGroup-IB offers enterprise-oriented red team services simulating real-world adversarial behavior. · 2 sources
CrowdStrike
