AI Visibility Scorecard
Harry Potter and the Methods of Rationality
hpmor.com · Technology
Somewhat visible. AI bots can read Harry Potter and the Methods of Rationality, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence · Perplexity
#62,957 of 2,705,505 in Technology for AI visibility
82
6
AEO Visibility
iBorderline · 5.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Harry Potter and the Methods of Rationality
from our crawl and measurement
Harry Potter and the Methods of Rationality is a business whose own site puts it this way: "The story is complete now, so the rss feed for the story mirror won’t be updating any more, although any further Author’s Notes will continue to show up in that rss feed." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 5.5/10, Harry Potter and the Methods of Rationality has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Harry Potter and the Methods of Rationality
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Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hpmor
Cite this score: Engagemii (2026). "AEO Score for Harry Potter and the Methods of Rationality." Retrieved from https://engagemii.com/aeo/brands/hpmor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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