AI Visibility Scorecard
80,000 Hours
80000hours.com · Nonprofits
Borderline visible. AI bots can crawl 80,000 Hours, 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 17 times
Meta AI · ChatGPT · Perplexity · Claude
#41,674 of 827,650 in Nonprofits for AI visibility
<1
5
AEO Visibility
iBorderline · 4.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About 80,000 Hours
from our crawl and measurement
80,000 Hours is a business whose own site puts it this way: "You have 80,000 hours in your career. How can you best use them to help solve the world’s most pressing problems?." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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
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 4.6/10, 80,000 Hours is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What are the world’s most pressing problems?
The problem you work on is probably the largest factor in how big a difference you can make.It helps to focus on issues that are large in scale, tractable, and unduly neglected by the rest of society.Some of these issues may even threaten humanity’s future — making them especially high priority.Here’s our (uncertain!) ranking of global problems where additional people can have the most impact:
Is this your brand?
The exact fixes for 80,000 Hours
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 80,000 Hours.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/80000hours
Cite this score: Engagemii (2026). "AEO Score for 80,000 Hours." Retrieved from https://engagemii.com/aeo/brands/80000hours
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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