Get recommended for the benefits you can prove.
Lumenario gets health and supplement brands into AI answers with claims that match your evidence, carry the right qualifiers, and are approved by your team before they go live.
Why AI search is different for health brands
The line between benefit and treatment is thin.
AI often drops the qualifier, turning a structure/function claim into a disease claim you never made.
Evidence is the bar.
Health claims need proper scientific support, so every published answer needs a source behind it.
Forums and reviews shape the answer.
AI leans on Reddit threads and reviews, so one side-effect story can outweigh your own pages.
Paid growth is getting harder for health brands.
Ad costs are rising, and platforms limit what health advertisers can track and target. Answers in AI reach buyers without a bid.
Organic answers don’t stop when the budget does, so every one you earn takes pressure off paid.
Benefits you can claim, and claims you can’t.
In the US, supplements can make structure/function claims with a disclaimer that the FDA hasn’t evaluated them. Disease claims are off limits.
Structure/function claims
- Supports restful sleep
- Helps maintain healthy joints
- Supports normal immune function
Disease claims
- Cures insomnia
- Treats arthritis
- Prevents colds and flu
Sources: FDA on structure/function claims · Covington on the FTC’s health claims guidance
Questions your buyers ask AI
A sample of what health shoppers ask. Opportunity Mapping finds the questions worth answering first, based on demand and how ready your evidence is.
How Lumenario works for health brands
Capture what you can say
Brand Knowledge Hub stores each approved claim with its evidence, permitted wording and review date.
Find the questions you can answer
Opportunity Mapping ranks buyer questions by demand and by how ready your evidence is.
Publish checked answers
Verified Content keeps qualifiers and conditions in every claim, and your reviewer signs off.
Catch drift
AI Visibility shows how AI describes your products and the sources it cites, so overstated claims stand out.
Reputation risks AI repeats about health brands
AI answers lean on forums and reviews as much as on your own site. Reddit is the most-cited domain across ChatGPT, Gemini, Perplexity and Google’s AI answers.
Side-effect stories
One forum post about a bad reaction can become the answer to “Is this safe?”
Old recalls and warnings
A recall or regulator letter from years ago gets quoted as if it happened yesterday.
Subscription complaints
Threads about hard-to-cancel subscriptions colour every answer about your brand.
Counterfeit sellers
Reviews of fake or badly stored products from unofficial sellers get blamed on you.
How Lumenario responds
- 1See how AI describes youSentiment & Share of Voice
- 2Answer each concern on your siteVerified Content
- 3Join the conversations AI readsTrust Syndication
No fake accounts, fabricated reviews or undisclosed posts. We add accurate information; we don’t remove or bury content.
See how we handle reputation →Source: Peec AI, 30 million citations across US AI answers, March 2026
Claim safeguards for health brands
Checked before anything goes live.
- Every benefit claim is tied to an approved source before it’s used
- Qualifiers such as dosage, duration and “as part of a balanced diet” stay attached to the claim
- Disease-style wording is flagged for your reviewer
- Required disclaimers are added where your rules call for them
How Mystiqare built a library AI can quote
Mystiqare, a D2C wellness and skincare brand, turned a handful of pages into a structured knowledge base.
Questions health brands ask
Can you guarantee our claims are compliant?
No. We make sure every claim matches the evidence and wording you’ve approved, and your team gives final sign-off.
Do you write medical advice?
No. Pages answer buyer questions about your products, within the claims you’ve approved.
What if AI is already misquoting us?
AI Visibility shows the answers and the sources they cite, so you can correct the record where AI found it.
What if a claim isn’t approved yet?
It doesn’t get published. A claim needs approved evidence in your Brand Knowledge Hub before any page can use it.