AI Visibility Scorecard
Lauryn Hamilton Murray
heirofstorms.com · Media & Entertainment
Borderline visible. AI bots can crawl Lauryn Hamilton Murray, 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
#1,021,690 of 1,966,161 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Lauryn Hamilton Murray
from our crawl and measurement
Lauryn Hamilton Murray describes itself simply: "Heir of Storms written by Lauryn Hamilton Murray is coming to a bookshop near you on the 5th of June. Releasing in the UK and US, with an exclusive edition available at Waterstones." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
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
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 4.5/10, Lauryn Hamilton Murray is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lauryn Hamilton Murray
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heirofstorms
Cite this score: Engagemii (2026). "AEO Score for Lauryn Hamilton Murray." Retrieved from https://engagemii.com/aeo/brands/heirofstorms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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