AI Visibility Scorecard
Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~
frumtun.com · Legal
At 3.5/10, Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~ is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Legal average 8
Top 11% of Legal
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Legal average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Legal average 17
See what's behind this score →4
About Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~
from our crawl and measurement
"Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~ Knowledge grows only when known and shared." That is how Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~ introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site gets some of it right: it has a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~
- Website ·
- frumtun.com
- Industry ·
- Legal
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 5, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.5/10, Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~ is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frumtun
Cite this score: Engagemii (2026). "AEO Score for Frumtūn’s Book Of Spellms ~an alive book of knowledge and LLM prompt spells~." Retrieved from https://engagemii.com/aeo/brands/frumtun
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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