AI Visibility Scorecard
lessdeath.org · Education
Somewhat visible. AI bots can read Longevity Biotech FellowshipLBF Hero Carousel — preview, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#242,487 of 937,139 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Longevity Biotech FellowshipLBF Hero Carousel preview is a business whose own site puts it this way: "The Longevity Biotech Fellowship (LBF) helps people serious about solving aging build together through a selective cohort program with four-day workshop retreat, mentorship, and community." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Fair
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.
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.
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 5.3/10, Longevity Biotech FellowshipLBF Hero Carousel — preview has a working base to build on - fixable, and the signals above are where to start.
Is the in-person retreat mandatory?
No. But the in-person retreat is highly recommended. The retreat is where deeper relationships and collaborations are formed.
Do I need a biology background to apply?
No! While having formal biology training is an advantage for working in longevity biotech, it is not necessary. Many great founders and operators in our industry come from diverse experience and backgrounds such as physics, tech, media, and more.We do recommend those who have zero knowledge of biology consider taking a free introductory biology course like MIT's 7.00X.
Are there scholarships / financial aid?
Yes!We want to make the Longevity Biotech Fellowship as accessible as possible -- no matter your financial situation. All successful applicants who require financial assistance will be given the opportunity to request a scholarship.
What's the time committment?
The retreat: 5 days / 4 nights of workshops, talks, project ideation.Masterminds + Online Community: ~1 hour per week - or much more. Project working groups, Mastermind groups (over 10 weeks), Local Chapters meetings, and opportunities to work or volunteer for the LBF, our collaborators, and aligned companies and organizations.Lifetime: Our connected network offers lifetime support and opportunities.
Is this your brand?
The exact fixes for Longevity Biotech FellowshipLBF Hero Carousel — preview
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lessdeath-org
Cite this score: Engagemii (2026). "AEO Score for Longevity Biotech FellowshipLBF Hero Carousel — preview." Retrieved from https://engagemii.com/aeo/brands/lessdeath-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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