AI Visibility Scorecard
Ian McDowall ianmcdowall.com
moocorp.com · Technology
Borderline visible. AI bots can crawl Ian McDowall ianmcdowall.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.
AI engines read this profile 1 times
Claude
#1,682,748 of 2,705,025 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Ian McDowall ianmcdowall.com
from our crawl and measurement
Home describes itself simply: "Ian McDowall Programme Director and Digital Delivery Leader I’ve been working in web development and digital marketing for over 20 years for a number of leading digital agencies." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Person, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.3/10, Ian McDowall ianmcdowall.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ian McDowall ianmcdowall.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moocorp
Cite this score: Engagemii (2026). "AEO Score for Ian McDowall ianmcdowall.com." Retrieved from https://engagemii.com/aeo/brands/moocorp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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