Data as of Sep 26, 2026 · Based on 4,029,442 AI responses across 13,338 prompts · See how Parse measures this
Cloudflare AI Security for Appscloudflare.comAI Security for Apps detects and mitigates threats to LLM-powered applications (e.g., prompt injections, PII exposure, toxic content) by sitting in front of apps through Cloudflare's reverse proxy. It automatically discovers LLM-powered endpoints across your web properties, provides visibility, and supports customizable threat detection with topic-based relevance scoring and a WAF-style rule builder to block or log threats. It supports a broad range of models, provides unified security posture visibility (with Wiz integration), and is available to all Cloudflare customers, including the Free plan.
CloudflareCloudflare AI Security for AppsThe market map · 5 of 100 labelled
LLM Firewall and Guardrail Platforms →Where Cloudflare AI Security for Apps ranks in AI
Lakera GuardPicked instead3 questions
NVIDIA NeMo GuardrailsPicked instead1 question
Palo Alto NetworksRanking↑5 to #12
Prompt SecurityRanking↑1 to #6
Guardrails AIRanking#7No contexts measured yet.
Excerpts where Cloudflare AI Security for Apps appeared in the AI's answer
Cloudflare AI Security for Apps / Firewall for AI — Edge-based inspection that can score prompt-injection risk and block/challenge requests before they reach your LLM.
Cloudflare AI Security for Apps (Firewall for AI): Built directly into Cloudflare's edge network
Excerpts where Cloudflare AI Security for Apps appeared in the AI's answer
Cloudflare AI Security for Apps: Operates directly at the network edge, making it exceptionally fast.
Cloudflare AI Security for Apps : Embedded directly at the network edge, making it exceptionally fast
Excerpts where Cloudflare AI Security for Apps appeared in the AI's answer
Cloudflare AI Security for Apps — formerly Firewall for AI; detects prompt injection, PII, and unsafe topics at the edge.
Cloudflare AI Security for Apps (formerly Firewall for AI) : Ideal for teams already routing web traffic through Cloudflare.
Excerpts where Cloudflare AI Security for Apps appeared in the AI's answer
Cloudflare AI Security for Apps — particularly attractive if your application already sits behind Cloudflare.
