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AI Visibility Scorecard

Use by date

Use by date

Unclaimed

usebydate.com · Healthcare

At 1.1/10, Use by date is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#726,560 of 730,331 in Healthcare for AI visibility

1.1

/10

AEO Score

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About Use by date

from our crawl and measurement

"Some medicines lose their effectiveness or can even become toxic after their use by date." That is how Use by date introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.1 out of 10.

On the page it is passable on a workable page structure. What holds it back is structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

There is not much on the page to read either, about 53 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Healthcare
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

2

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

1

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

1

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 1.1/10, Use by date is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Use by date

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Use by date: Health & Wellness

Trust Is the Product. AI Is How You Build It at Scale.

In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/usebydate

Cite this score: Engagemii (2026). "AEO Score for Use by date." Retrieved from https://engagemii.com/aeo/brands/usebydate

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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