AI Visibility Scorecard
FI Professor
fiprofessor.com · Finance & Insurance
Borderline visible. AI bots can crawl FI Professor, 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 7 times
Claude
#196,117 of 792,096 in Finance & Insurance for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About FI Professor
from our crawl and measurement
"FI Professor About Disclaimer Posts Aug 5, 2022 The Vimes 'Boots' Theory and Financial Products Terry Pratchett’s famous Discworld series of books includes a novel called Men at Arms." That is how FI Professor introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
The site gets some of it right: it has a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
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
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 4/10, FI Professor is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What can Ben Franklin's will teach us about compound interest and leaving a legacy?
Anyone who has read a little bit about investing and personal finance has seen tables that explain the power of compound interest. You know, the kind where we see how $1 invested at Y% interest will grow after 10 years, 20 years, 30 years, and so on. Of course, the final row is always some shockingly large amount of money. The lesson is clear: start saving early and let your money grow.
Has the shift from dividends to buybacks made investing more confusing?
I enjoy reading about the history of investing, finance, and business. Like any other historical subject, reading about these topics can help us gain perspective on the present. That’s especially important in the context of investing, as it can help up us understand the best ways to plan for the future.
Safe Withdrawal Rates - Part 2: Do we have enough data?
Last time, we reviewed the definition of safe withdrawal rates and explained the origins of the popular 4% rule. The idea was to estimate how much we could safely withdraw post-retirement by simulating how retirees from 1926 through 2015 would do.
Is this your brand?
The exact fixes for FI Professor
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for FI Professor.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fiprofessor
Cite this score: Engagemii (2026). "AEO Score for FI Professor." Retrieved from https://engagemii.com/aeo/brands/fiprofessor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform