pick a real product below. its inci list — the only thing a brand must print — decodes
itself: roles, the <1% trace line, monte-carlo concentration estimates with confidence intervals,
and the 14-metric verdict. every number on this page is verbatim output from the live gbg engine.
scrub: click a stage · ← → keys
ingredient
role
0.010.1110100 %
mean · ci
monte-carlo mean confidence interval llm prior (pre-simulation)log scale