#656,578 OF 817,416 IN NONPROFITS
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AI Visibility Scorecard
Project Lightwell
projectlightwell.com · Nonprofits
Borderline visible. AI bots can crawl Project Lightwell, 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 1 times
Claude
#656,578 of 817,416 in Nonprofits for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Project Lightwell
from our crawl and measurement
"Home About Us Fundraise Your Way Shop Donate Consign4Kids Select Page You can disrupt the dark in the life of a child who is alone and afraid; one who is experiencing sickness,...." That is how Project Lightwell introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 3.5/10, Project Lightwell is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Project Lightwell
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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.
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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/projectlightwell
Cite this score: Engagemii (2026). "AEO Score for Project Lightwell." Retrieved from https://engagemii.com/aeo/brands/projectlightwell
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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