#75,086 OF 121,502 IN GOVERNMENT & PUBLIC SECTOR
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AI Visibility Scorecard
401(k) Monitor
401kmonitor.com · Government & Public Sector
Borderline visible. AI bots can crawl 401(k) Monitor, 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
#75,086 of 121,502 in Government & Public Sector for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About 401(k) Monitor
from our crawl and measurement
401(k) Monitor: Your Employer's Real 401(k) Match describes itself simply: "A data publication on US employer 401(k) plans, built only from primary sources: SEC Form 11-K filings and DOL Form 5500 bulk data." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.2/10, 401(k) Monitor is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Will you find your match formula?
The formula itself is on file for 319 of the 56,422 employers, the ones that file an SEC Form 11-K.
Where to start without a plan name?
2,457 large 401(k) plans, page by pageOne page per Form 5500 filing: assets, participants, plan-paid fees and the recordkeeper.Plans by stateGrouped by the state the sponsor files from, then by how many people are in the plan.Plans by industryWhat the median plan pays per participant in each industry, and every plan behind it.Plans by recordkeeperWho administers the plan, how big their book is, and what their plans.
How fresh is this data?
An 11-K arrives up to 6 months after the plan year ends, a Form 5500 up to 9½ months. Every page states its plan year and filing date, and a match formula can change between filings. Read the methodology.401(k) Monitor is an independent data publication.
Is this your brand?
The exact fixes for 401(k) Monitor
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 401(k) Monitor.
Source & Attribution
Scored by Engagemii on September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/401kmonitor
Cite this score: Engagemii (2026). "AEO Score for 401(k) Monitor." Retrieved from https://engagemii.com/aeo/brands/401kmonitor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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