#4,092 OF 933,380 IN EDUCATION
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AI Visibility Scorecard
fpf.berkeley.edu
fpf.berkeley.edu · Education
Well-positioned for AI search. The breakdown below shows where fpf.berkeley.edu is still leaving points on the table.
Monitoring for AI engine activity
In the Engagemii AEO index
#4,092 of 933,380 in Education for AI visibility
8
AEO Visibility
iVisible · 7.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About fpf.berkeley.edu
from our crawl and measurement
Home is a business whose own site puts it this way: "Skip to main content Expand Important Notice[ + ] Collapse Important Notice[ - ] Info Notice: The Fall Program for First Semester (FPF) concluded its final program in Fall 2025 and is." Measured against the twelve signals AI engines rely on, it scores 7.9 out of 10, a strong showing.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 7.9/10, fpf.berkeley.edu has a working base to build on - fixable, and the signals above are where to start.
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fpf-berkeley-edu
Cite this score: Engagemii (2026). "AEO Score for fpf.berkeley.edu." Retrieved from https://engagemii.com/aeo/brands/fpf-berkeley-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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