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AI Visibility Scorecard
stephenfern.com Β· Media & Entertainment
Borderline visible. AI bots can crawl stephenfern.com, 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
#1,495,266 of 1,892,788 in Media & Entertainment for AI visibility
3.5
/10
AEO Score
from our crawl and measurement
"Explore Perspectives by Stephen Fern: Thoughtful blogs on geopolitics, wealth, and wellbeing with striking black and white photography." That is how Perspectives introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better Β· 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
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.
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 3.5/10, stephenfern.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for stephenfern.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stephenfern
Cite this score: Engagemii (2026). "AEO Score for stephenfern.com." Retrieved from https://engagemii.com/aeo/brands/stephenfern
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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