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AI Visibility Scorecard

Light of Day Foundation

Light of Day Foundation

Unclaimed

lightofday.org · Healthcare

Somewhat visible. AI bots can read Light of Day Foundation, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Meta AI

#95,844 of 848,542 in Healthcare for AI visibility

5.8

/10

AEO Score

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About Light of Day Foundation

from our crawl and measurement

Light of Day Foundation describes itself simply: "Home page for Light of Day. The Light of Day Foundation's mission is to fund research into possible cures, improved treatments and support for patients who suffer with Parkinson’s disease." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure and partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

It does link out to several social profiles, which helps engines tie the brand together.

Industry · Healthcare
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

3

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

8

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion 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 5.8/10, Light of Day Foundation has a working base to build on - fixable, and the signals above are where to start.

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Picked for Light of Day Foundation: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lightofday-org

Cite this score: Engagemii (2026). "AEO Score for Light of Day Foundation." Retrieved from https://engagemii.com/aeo/brands/lightofday-org

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

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