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AI Visibility Scorecard
Finn Hackett: About
fhackett.com · Education
Somewhat visible. AI bots can read Finn Hackett: About, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#322,354 of 876,031 in Education for AI visibility
5.1
/10
AEO Score
About Finn Hackett: About
from our crawl and measurement
Finn Hackett: About describes itself simply: "Finn Hacketthe/they, MMath AboutMusic Releases © 2024 Martin Hackett About 📖 I'm a PhD student in the Systopia and Software Practices labs at the University of British Columbia." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
8
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 5.1/10, Finn Hackett: About has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Finn Hackett: About
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/fhackett
Cite this score: Engagemii (2026). "AEO Score for Finn Hackett: About." Retrieved from https://engagemii.com/aeo/brands/fhackett
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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