point at a label.
the truth, four seconds later.
the app's magic moment, staged for a big screen. the capture and ocr are theater — the label text, every score, flag, weight and concentration is verbatim output of the live gbg engine (8,595 ingredients scored · 21 evidence sources).
simulated capture — real inci text
staged: capture + ocr
ingredients (inci)
›
real numbers
the pipeline
real stages · timings staged for theater
real stages · staged timing
waiting for capture…
the verdict card — projected
real — verbatim engine output
fit score
the verdict, in brand grammar
space play/pause · ← → switch product · esc closes drawer
stagedthe camera capture, the ocr lift, the pipeline timing — pitch-room choreography, no camera or wifi needed.
realthe inci text, every score, chip, flag, verdict, monte-carlo concentration and personalization weight — verbatim from the live gbg engine (harvested 2026-07-08).
verifying baked numbers against gbg_data.js…