How these attacks
are actually built
Six playbooks across e-commerce, fintech, SaaS, iGaming, travel and creator platforms. Each one takes an attack apart — the tooling, the control it defeats, what the verdict returns — and models the exposure with inputs you replace with your own. No customer names, because these are not customer reports.
vpn_detected proxy_detected privacy_relay tor_exit_node datacenter_asn anonymous_network ip_blocklisted
automation_detected antidetect_browser emulator_detected virtual_machine private_browsing timezone_mismatch gpu_inconsistent antidetect_randomization antidetect_profile_burst
multi_account_device device_many_accounts ip_many_accounts account_many_devices account_new_device high_activity_device disposable_email
These are the reason codes a POST /v1/evaluate answer can carry next to its allow, review or block. Each playbook below names the ones it routes on.
Ready to protect your platform?
Free plan: 10,000 visitor checks a month, no card. Paid plans from €29 a month. Live in minutes.
Get Free API Key