AI Visibility Scorecard
401k Network is source for low cost 401k plans and cost comparisons and contribution statistics
401ksolution.com · Finance & Insurance
Borderline visible. AI bots can crawl 401k Network is source for low cost 401k plans and cost comparisons and contribution statistics, 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 9 times
Meta AI · Claude · Apple Intelligence · Amazon Alexa
#662,993 of 793,016 in Finance & Insurance for AI visibility
28
AI Naming Predictability
iRarely named · 28/100
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About 401k Network is source for low cost 401k plans and cost comparisons and contribution statistics
from our crawl and measurement
401k Network is source for low cost 401k plans and cost comparisons and contribution statistics is a business whose own site puts it this way: "Comparisons of 401k plans and information about hidden 401k fees skimmed from employees' retirement saving." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and AmazonBot (Alexa AI).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.3/10, 401k Network is source for low cost 401k plans and cost comparisons and contribution statistics is crawlable but under-signaled - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/401ksolution
Cite this score: Engagemii (2026). "AEO Score for 401k Network is source for low cost 401k plans and cost comparisons and contribution statistics." Retrieved from https://engagemii.com/aeo/brands/401ksolution
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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