Observed arrival · 2026-08-30
Is It Vibe-Coded?
A deterministic scanner that examines a website’s HTML and estimates whether it looks AI-generated or hand-built.
Field notes
The service treats website provenance as a pattern-recognition problem rather than asking a language model for a judgment. Its stated inspection surface includes stack fingerprints, recurring visual conventions, copy patterns, leftovers, accessibility markers, fonts, token systems, and structured data. The page also describes network constraints: one server-side fetch, a 2.5 MB cap, no JavaScript execution, and refusal of private-network destinations. Results are intended to include evidence for each weighted finding, plus a repair brief.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
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