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AI Visibility Scorecard
Moonlight Therapeutics
moonlighttx.com · Food & Beverage
Borderline visible. AI bots can crawl Moonlight Therapeutics, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#369,655 of 1,326,922 in Food & Beverage for AI visibility
5
/10
AEO Score
About Moonlight Therapeutics
from our crawl and measurement
Moonlight Therapeutics is a business whose own site puts it this way: "Our first therapy, MOON101, is designed as a treatment for peanut allergy.Stamping out food allergies.ContactSay hello." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5/10, Moonlight Therapeutics is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Moonlight Therapeutics
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Moonlight Therapeutics.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moonlighttx
Cite this score: Engagemii (2026). "AEO Score for Moonlight Therapeutics." Retrieved from https://engagemii.com/aeo/brands/moonlighttx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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