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AI Visibility Scorecard
Stepping out of the boat...
murielpearson.com · Media & Entertainment
Borderline visible. AI bots can crawl Stepping out of the boat..., 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
#1,667,853 of 1,890,638 in Media & Entertainment for AI visibility
3.1
/10
AEO Score
About Stepping out of the boat...
from our crawl and measurement
Stepping out of the boat... describes itself simply: "I am back in Scotland having said a bitter-sweet goodbye to colleagues and friends in Tiberias, Jerusalem and beyond." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.1/10, Stepping out of the boat... is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stepping out of the boat...
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/murielpearson
Cite this score: Engagemii (2026). "AEO Score for Stepping out of the boat...." Retrieved from https://engagemii.com/aeo/brands/murielpearson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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