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Ingredient
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Evidence-first

IngredientIQ maps cosmetic products and ingredients to evidence, safety and confidence signals. It does not replace medical advice.

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Locked decision

Cycle 04 ships rating and assessment surfaces only. Compare is intentionally excluded from both website and Telegram.

IngredientIQ consumer web • Cycle 04 surface

Public changelog

Version and rating change feed

This feed merges formula snapshots and ELO recalculations into one public consumer-facing transparency surface.

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Formula snapshots and rating recalculations will appear here as products continue to be re-analyzed.