AI Visibility Scorecard
Project Marilyn
projectmarilyn.com · Nonprofits
Somewhat visible. AI bots can read Project Marilyn, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#202,918 of 826,080 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Project Marilyn
from our crawl and measurement
"Project Marilyn supplies menstrual products to those lacking access, addressing the critical yet often overlooked health and dignity issues caused by the scarcity of donated period supplies." That is how Project Marilyn of Las Vegas, NV introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Weak
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 5.2/10, Project Marilyn has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What are you looking to do?
Find supplies by location or map. Start planning a packing party.
Is this your brand?
The exact fixes for Project Marilyn
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Project Marilyn.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/projectmarilyn
Cite this score: Engagemii (2026). "AEO Score for Project Marilyn." Retrieved from https://engagemii.com/aeo/brands/projectmarilyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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