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AI Visibility Scorecard
Stuart Mackenzie
stuartmackenzieauthor.com · Travel & Hospitality
At 2.7/10, Stuart Mackenzie is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#388,441 of 413,547 in Travel & Hospitality for AI visibility
2.7
/10
AEO Score
About Stuart Mackenzie
from stuartmackenzieauthor.com
Page Menu Home The Land and Sea Series Downloads Galleries Blogs Stuart Mackenzie Author Page Stuart Mackenzie is an Australian writer of historical fiction set in Queensland and the Pacific region Downloads With subtropical Queensland and the South Pacific as his home territory, Stuart Mackenzie has developed a passion for the region and for the colourful characters it has brought into being.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
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.
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 2.7/10, Stuart Mackenzie is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stuart Mackenzie
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/stuartmackenzieauthor
Cite this score: Engagemii (2026). "AEO Score for Stuart Mackenzie." Retrieved from https://engagemii.com/aeo/brands/stuartmackenzieauthor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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