# See what AI engines can’t verify on your supplement product pages. > Verity Score analyzes what AI engines retrieve about your supplements: dosages, forms, precautions, lab proof. You get a readability score (the GEO audit) and the priority fixes to make in Shopify. - Canonical: https://verityscore.io/en/solutions/supplements-nutrition/ - Language: en ## The problem Your dosages are rigorous. Can AI verify them? ### Unstructured dosages and forms Active amount per serving, delivery form, bioavailability: these are the category's comparison criteria. As marketing copy they are unusable; as structured data they become your arguments. ### Contraindications left unsaid A cautious engine checks precautions and contraindications before recommending an ingested product. Their absence is not an advantage: it is an opacity signal that excludes the product from answers. ### Invisible lab proof Analyses, certifications, ingredient traceability: the category suffers from historic distrust. Merchants often have the proof, but unmarked, it does not count for AI. ## The cost of waiting Supplements are queried through a health lens: goal, profile, compatibilities. AI engines answer by systematically favoring brands whose data is complete and verifiable, and ignoring the others, often without naming them. Distrust of the category is an opportunity for rigorous brands: an impeccably documented supplement store immediately stands out from the ambient marketing noise, and that difference becomes visible in answers. ## The benefits ### Pass the health caution filters Readable dosages, precautions and contraindications: your store gives AI the elements to include you in an answer instead of discarding you by default. ### Win formulation comparisons Structured actives and dosages: when the buyer asks for the best-absorbed magnesium or the cleanest protein, your formulation takes part in the evaluation. ### Your certifications as a differentiator Vegan, additive-free, published lab analyses: structured, these strengths become explicit choice criteria in AI answers. ### A plan that respects the regulatory frame No invented claims: the audit makes readable what you already lawfully state, and ranks fixes by potential revenue impact. ## FAQ ### Health claims are heavily regulated, what does the audit check? The audit does not touch the content of your claims: it checks that your lawful information (composition, dosage, precautions, certifications) is structured, consistent across page, feed and content, and therefore verifiable by a machine. ### I get the feeling AI avoids recommending supplements. It mostly avoids unverifiable products. On supplement queries, it cites brands whose data and proof withstand scrutiny. It is a barrier to entry: costly for opaque brands, precious for rigorous ones. ### How is this different from a health or beauty store? The level of scrutiny: ingested product, strict regulation, historic distrust. The criteria the audit verifies (dosages, contraindications, lab proof) are specific to the category, not recycled from another sector. ### Do you guarantee citations in ChatGPT? No, and in such a sensitive category, run from anyone who promises that. The audit guarantees your proof becomes readable and verifiable: a technical readability prerequisite, never a guarantee of citation. ### Does the free audit include supplement-specific criteria? Yes: the free tier of the Verity Score Shopify app applies the category's reinforced criteria and delivers score, diagnosis and priorities, with no commitment. ## Take action The free GEO audit is available at https://verityscore.io/en/solutions/supplements-nutrition/ (form, no credit card).