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AI Visibility Scorecard
The Library of Lost Wands
thelibraryoflostwands.com · Government & Public Sector
Borderline visible. AI bots can crawl The Library of Lost Wands, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#83,762 of 108,153 in Government & Public Sector for AI visibility
3.7
/10
AEO Score
About The Library of Lost Wands
from our crawl and measurement
The Library of Lost Wands Epic Harry Potter (Potterverse) fan fiction set across Europe in 1919 describes itself simply: "Epic Harry Potter (Potterverse) fan fiction set across Europe in 1919." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.7/10, The Library of Lost Wands is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thelibraryoflostwands
Cite this score: Engagemii (2026). "AEO Score for The Library of Lost Wands." Retrieved from https://engagemii.com/aeo/brands/thelibraryoflostwands
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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