AI Visibility Scorecard
Longevity Hacker News
longevityhackernews.com · Health & Wellness
Somewhat visible. AI bots can read Longevity Hacker News, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT · Apple Intelligence
#62,452 of 380,660 in Health & Wellness for AI visibility
43
AI Naming Predictability
iSometimes named · 43/100
5
AEO Visibility
iBorderline · 5.4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About Longevity Hacker News
from our crawl and measurement
"Plain-English answers on peptides, rapamycin, NAD, gene therapy, biological age tests and biohacking, with evidence, risk and sources when you want more detail." That is how Longevity Hacker News introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.4/10, Longevity Hacker News has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to read a longevity claim?
Use the same three-step pattern whenever a claim sounds exciting, scary or too certain.1What people claimName the promise before judging it.2What the evidence saysThe useful context without making you read a paper first.3What not to assumeThe safety, legal and hype boundaries.
What is a research peptide?
A research peptide is marketed for laboratory or research use, not as an approved human medicine.Evidence:Regulatory watchRisk:High riskUpdated Jun 27, 2026 · 3 sourcesRead the simple answerQuestion
What is rapamycin?
Rapamycin, also known as sirolimus, is a real medicine approved for specific uses and a serious geroscience candidate.Evidence:Human trial evidenceRisk:High riskUpdated Jun 27, 2026 · 2 sourcesRead the simple answerMechanism
What is NAD?
NAD is a molecule involved in energy metabolism and repair pathways.Evidence:Early theoryRisk:Lower riskUpdated Jun 27, 2026 · 2 sourcesRead the simple answerGuide
Does BPC-157 heal tendon and ligament injuries in humans?
No strong human evidence shows that BPC-157 heals tendon or ligament injuries. Most support is animal, cell or mechanism-based, and internet recovery claims should not be treated as proven clinical benefit.Evidence:Mostly lab/animalRisk:High riskStatus:Not approvedUpdated Jun 27, 2026 · Not provenRead the simple answerpeptides
Is this your brand?
The exact fixes for Longevity Hacker News
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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/longevityhackernews
Cite this score: Engagemii (2026). "AEO Score for Longevity Hacker News." Retrieved from https://engagemii.com/aeo/brands/longevityhackernews
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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