AI Visibility Scorecard
401fc.com · Finance & Insurance
Borderline visible. AI bots can crawl 401 Financial, 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 4 times
Claude · ChatGPT
#199,834 of 791,820 in Finance & Insurance for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Finance & Insurance average 12
Top 69% of Finance & Insurance
See what's behind this score →4
-
Network Authority
iNot connected yet
Finance & Insurance average 0.0
0 relationships · Finance & Insurance average 1
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Finance & Insurance average 16
See what's behind this score →0
from our crawl and measurement
Home is a Rocklin, CA business whose own site puts it this way: "Learn More Behavioral Finance An amusing and whimsical look at behavioral finance best practices for investors." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (FinancialService), a sitemap and a readable heading structure. It is missing an llms.txt file.
By its own structured data it is a financial services business.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, 401 Financial is crawlable but under-signaled - fixable, and the signals above are where to start.
Should You Tap Retirement Savings to Fund College?
There are three things to consider before dipping into retirement savings to pay for college.
Should You Ever Retire?
A growing number of Americans are pushing back the age at which they plan to retire. Or deciding not to retire at all.
Is this your brand?
The exact fixes for 401 Financial
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/401fc
Cite this score: Engagemii (2026). "AEO Score for 401 Financial." Retrieved from https://engagemii.com/aeo/brands/401fc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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