AI Visibility Scorecard
401khelpcenter.com · Finance & Insurance
Somewhat visible. AI bots can read 401(k) and 403(b) Information, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 7 times
Claude · Meta AI · Perplexity · ShapBot
#10,989 of 791,838 in Finance & Insurance for AI visibility
82
5
AEO Visibility
iBorderline · 5.2/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Need help with 401k and 403(b) plan rules and other issues? We have answers for plan sponsors, small business and plan participants. Free, unbiased and informative." That is how 401(k) and 403(b) Information introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 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 once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, 401(k) and 403(b) Information has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for 401(k) and 403(b) Information
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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 August 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/401khelpcenter
Cite this score: Engagemii (2026). "AEO Score for 401(k) and 403(b) Information." Retrieved from https://engagemii.com/aeo/brands/401khelpcenter
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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