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AI Visibility Scorecard
Calum Ward
calumward.com · Travel & Hospitality
At 2.3/10, Calum Ward 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
#412,713 of 432,307 in Travel & Hospitality for AI visibility
2.3
/10
AEO Score
About Calum Ward
from our crawl and measurement
Calum Ward describes itself simply: "Skip to content AboutContactPiano LessonsRecitals Calum Ward Pianist About I’m an experienced piano teacher based in South London, teaching private in-person or online piano...." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
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
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 2.3/10, Calum Ward is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Calum Ward
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/calumward
Cite this score: Engagemii (2026). "AEO Score for Calum Ward." Retrieved from https://engagemii.com/aeo/brands/calumward
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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