AI Visibility Scorecard
Irvine and North Ayrshire News, Sport, Events
irvinetimes.com · Media & Entertainment
Somewhat visible. AI bots can read Irvine and North Ayrshire News, Sport, Events, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 15 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#17,171 of 1,966,289 in Media & Entertainment for AI visibility
72
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Irvine and North Ayrshire News, Sport, Events
from our crawl and measurement
"Irvine Times - first for news, sport, events, weather, travel and more across Irvine and North Ayrshire in Scotland." That is how Irvine and North Ayrshire News, Sport, Events introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (WebPage), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Our monitoring has logged 7 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Strong
Press and news coverage.
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 5.4/10, Irvine and North Ayrshire News, Sport, Events has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Irvine and North Ayrshire News, Sport, Events
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/irvinetimes
Cite this score: Engagemii (2026). "AEO Score for Irvine and North Ayrshire News, Sport, Events." Retrieved from https://engagemii.com/aeo/brands/irvinetimes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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