AI Visibility Scorecard
SOLshine Photo Nutrition™
malillumination.com · Health & Wellness
Borderline visible. AI bots can crawl SOLshine Photo Nutrition™, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 9 times
Meta AI · Claude · Perplexity
#20,492 of 379,987 in Health & Wellness for AI visibility
2
4
AEO Visibility
iBorderline · 4.2/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About SOLshine Photo Nutrition™
from our crawl and measurement
SOLshine Photo Nutrition™ is a business whose own site puts it this way: ", The Indoor Epidemic, Dr. John Ott, coined Mal-illumination to describe this contemporary epidemic that’s akin to malnutrition." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization). It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap, a heading structure that lays out what it offers.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.2/10, SOLshine Photo Nutrition™ is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SOLshine Photo Nutrition™
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for SOLshine Photo Nutrition™.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/malillumination
Cite this score: Engagemii (2026). "AEO Score for SOLshine Photo Nutrition™." Retrieved from https://engagemii.com/aeo/brands/malillumination
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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