ten real products — nine sunscreens and a toner — rescored by the live goodbadgray engine at five life stages, trying to conceive through breastfeeding. same shelf, same inci lists. only the life stage changes — and the verdicts flip.
five famous ingredients, straight from their live engine dossiers: a stage-by-stage rating from the same machinery that scored the shelf above. hover any cell for the engine's reasoning. the highlighted column follows the timeline.
pregnancy alternatives are verbatim from the retinol dossier in the live engine — rating, evidence level and typical use concentration included.
the washout chips and verdicts above are live engine output. the context below is external, fact-checked guidance — every card cites its source; all accessed 2026-07-08.