Three measures, census by census

Supracited AI engine

Each dot is one recorded AI answer, collected by the Supracited AI engine, in three health censuses. Pick a measure to see how often the answers did it.
Measure

Named a brand: 100% of pain relief answers, against 57% of sleep supplement answers.

Stopped at the ingredient: 43% of sleep supplement answers, against 0% of OTC hearing aid and pain relief answers.

Pointed to a health professional: 97% of OTC hearing aid answers, against 52% of sleep supplement answers.

Quoted from a recorded AI answer. Not medical advice and not our recommendation. We quote only sentences we have checked as plain fact, such as what a brand is or where it is sold.

Recorded answers by census and measure
CensusNamed a brandStopped at the ingredientPointed to a health professional
Sleep supplements57%43%52%
OTC hearing aids92%0%97%
Pain relief and headache100%0%62%
Published 2026-10-22

Multivitamins

AI named a brand in 47% of answers. Named most: Nature Made, in 30%.

Eight buyer scenarios: the best time to take one, a budget pick, gummy versus capsule, what folate does, combining with medication, a pick for men over 50 and two other scenarios, not broken out individually.

64 answers with web search

Published 2026-10-22

Moisturizers for dry skin

AI named a brand in 64% of answers. Named most: CeraVe, in 63%.

Eight buyer scenarios: the best cream, an eczema pick, a budget pick, ceramides versus a plain moisturizer, what ceramides are, combining two moisturizers, a vegan or cruelty-free pick and one other scenario, not broken out individually.

64 answers with web search

Published 2026-10-17

Sleep supplements

Melatonin came up in 67% of answers. The top brand, Thorne, in 30%.

Six buyer scenarios: magnesium, melatonin, gummies, a habit-free option and what doctors recommend.

60 answers with web search · 18 from a second assistant, counted on their own

Published 2026-10-17

OTC hearing aids

92% of answers named a hearing aid brand. Jabra Enhance led, in 75%.

Six buyer scenarios: the best and the affordable picks, AirPods, mild hearing loss, seniors, and online or an audiologist.

60 answers with web search · 18 from a second assistant, counted on their own

Published 2026-10-17

Pain relief and headache

100% of answers named a brand. 1% named a store-brand product.

Six buyer scenarios: five on pain and headache, one on seasonal allergies.

120 answers with web search · 18 from a second assistant, counted on their own · other AI systems, answering from memory

In review

Dandruff

Questions about dandruff shampoo. All answers are in and being read. Nothing is published until the review is done.

We measure and source. We do not write, edit or suggest any statement about what a product does; that stays as your label states it. Brand names in our censuses are measurement results, not recommendations.

How we count

Start with three buyer scenarios

We send back which brands AI named, which sites it cited and one source worth a closer look.

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