#1,035,566 OF 1,955,897 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
Angel Blue
forrestlang.com · Media & Entertainment
Borderline visible. AI bots can crawl Angel Blue, 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
#1,035,566 of 1,955,897 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Angel Blue
from our crawl and measurement
Angel Blue: A Song of Redemption Memoir by Forrest Lang is a La Jolla, CA business whose own site puts it this way: "Author of Angel Blue, tattoo artist in La Jolla, US Navy veteran who served as a hospital corpsman in Iraq, founder of SPARTA Peer Support, and instructor and mentor at FOCUS Marines." 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 (Organization, WebSite, Book) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 4.5/10, Angel Blue 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
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Source & Attribution
Scored by Engagemii on September 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forrestlang
Cite this score: Engagemii (2026). "AEO Score for Angel Blue." Retrieved from https://engagemii.com/aeo/brands/forrestlang
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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