Diagnostic Mode
Structured browser and network diagnostics. Each section explains both observed signals and their anti-fraud relevance.
HTTP Surface
Analyze request headers, ordering, and protocol behavior.
Header profile
Header presence and value coherence across requests.
Request behavior
Method/path/accept patterns under controlled checks.
Why it matters
HTTP-level drift can indicate scripted clients or non-native browser stacks.
Raw sample
user-agent: placeholder accept-language: en-US sec-ch-ua: present http2: true