AI Visibility Scorecard
hello401ktransition.com · Education
Borderline visible. AI bots can crawl 401ktransition.com, 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
#424,475 of 937,160 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
401kTransition: What to Do With Your Old 401(k) describes itself simply: "401kTransition.com: free, plain-English education for employees changing jobs. Learn your options for an old 401(k), including how a direct rollover avoids taxes and penalties." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (FAQPage), an llms.txt file for AI models and a sitemap.
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
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
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.8/10, 401ktransition.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Questions about an old 401(k)?
Whether you just accepted an offer, are mid-transition, or found an old account you forgot about, send us an email and a real person will point you in the right direction.[email protected] CopyEmail Us NowWe typically reply within one business dayPlease don’t include account numbers, passwords, or your Social Security number in your first email. We’ll never ask for those.
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The exact fixes for 401ktransition.com
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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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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hello401ktransition
Cite this score: Engagemii (2026). "AEO Score for 401ktransition.com." Retrieved from https://engagemii.com/aeo/brands/hello401ktransition
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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