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AI Visibility Scorecard
Madeline Fanton, Ph.D
madelinefantonphd.com · Education
Borderline visible. AI bots can crawl Madeline Fanton, Ph.D, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#773,342 of 876,918 in Education for AI visibility
3.2
/10
AEO Score
About Madeline Fanton, Ph.D
from our crawl and measurement
Madeline Fanton, Ph.D describes itself simply: "I earned my doctorate at the Universtity of California, Santa Barbara and have been teaching in higher education since 2017.I’m passionate about storytelling, teaching, and the profound." As far as answer engines are concerned it may as well not exist yet: 2.9 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
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 3.2/10, Madeline Fanton, Ph.D is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Madeline Fanton, Ph.D
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/madelinefantonphd
Cite this score: Engagemii (2026). "AEO Score for Madeline Fanton, Ph.D." Retrieved from https://engagemii.com/aeo/brands/madelinefantonphd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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