Supplements AI readability audit for Shopify
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.
149 checkpoints · 8 analysis angles · free tier · no credit card
Improves your store's readability. Does not guarantee citations or rankings in AI engines.
A shopper asks: « Which well-absorbed magnesium, compatible with medication? »
"Somni" magnesium bisglycinate
$24- Composition
- 300 mg per serving
- Made in
- 90 capsules
What AI engines can read
- Form Detected bisglycinate
- Dosage Detected 300 mg per serving
- Contraindications Missing missing
- Lab analysis Missing certificates unpublished
- Interactions Partial undocumented
Missing precautions: an opacity signal for engines.
Fix: publish precautions and contraindications as structured text.
01 · What you receive
A score, verified proof, an action plan.
Your AI readability score
An AI readability grade across 8 dimensions, detailed by signal family.
Your AI files, verified
The files AI agents look for on your domain, checked one by one.
Prioritized fix plan
Every fix ranked by impact, with the exact action to take in Shopify.
02 · 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.
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.
03 · What AI verifies
What AI engines look for on a supplement page
Excerpts from the public Verity Score checklist for your vertical. The audit checks each of these signals on your store.
04 · How it fits
How Verity Score fits into your setup
Your team
- Knows the product best: formulas, dosages, precautions
- Crafts pages for shoppers: photos, copy, guides
- The machine version of the page (attributes, markup, feeds) is not visible from the Shopify admin
- Applies the audit fixes, no redesign needed
Your agency
- Works on your visibility in Google results
- Produces content and links that also feed AI engines
- How answer engines read your pages (data, proof, files for AI agents) is a separate workstream
- Can use the Verity report to prioritize its work
Verity Score
- Measures what AI engines actually read: dosages, forms, precautions, lab proof
- Reinforced supplement checklist: dosages, precautions, lab proof
- Prioritized fix plan, applied right inside Shopify
- Nothing is written without your approval
05 · How it works
Three steps, zero friction
Request your access
Leave your store address and email. Nothing is installed at this stage: we write to you when the beta opens.
The app analyzes your store
Right inside your Shopify admin: score, strengths, blockers, dimension by dimension.
Fix by priority
You follow the plan ranked by criticality and catalog coverage, fix by fix.
06 · FAQ
Your questions, answered straight
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.
See what AI engines understand about your store
The Shopify app is in private beta. Request your access: when we open, you get your score and your priorities, with no credit card.
Request beta accessNo credit card, no commitment.