An explainable Cloudflare Bot Management alternative
Cloudflare Bot Management works, but it is a black box tied to Cloudflare's network: you get a score, not the reasoning, and you cannot run it yourself. detectip.ai takes a different approach.
Explainable, not opaque
Every verdict lists the exact signals and their weight. You can see why a request scored the way it did, tune your own thresholds per route, and avoid blocking real users you can't explain.
Deep, open fingerprinting
JA4, JA4H, JA4T, JA4L and a QUIC JA4, HTTP/2 frame analysis, behavioral telemetry, IP intelligence, DNS-leak and WebRTC checks — one of the broadest open fingerprint stacks available, all surfaced transparently.
Self-host or hosted
A single pure-Go, CGO-free binary (with Docker) you can run yourself for full data control — or use the hosted API. No lock-in to one CDN.
Honest comparison
Cloudflare has enormous network-scale labeled data; we don't claim to out-scale that. What we offer is transparency, a deeper open fingerprint stack, self-hosting, and a model that calibrates on your first-party traffic — with a genuinely usable free tier.