#479,112 OF 915,843 IN HEALTHCARE
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AI Visibility Scorecard
Longevity Hacker News
longivityhackernews.com · Healthcare
Borderline visible. AI bots can crawl Longevity Hacker News, 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 2 times
Claude · ChatGPT
#479,112 of 915,843 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About Longevity Hacker News
from our crawl and measurement
Longevity Hacker News describes itself simply: "Plain-English longevity claim checks on peptides, rapamycin, NAD, biological age testing, gene therapy and biohacking." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Under the hood there is structured data on the page (Organization, WebSite) and a readable heading structure and substantial page content, but the score is capped by what is missing: 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
Good
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 4.6/10, Longevity Hacker News is crawlable but under-signaled - 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
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/longivityhackernews
Cite this score: Engagemii (2026). "AEO Score for Longevity Hacker News." Retrieved from https://engagemii.com/aeo/brands/longivityhackernews
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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