AI Visibility Scorecard
simple401kcalculator.com · Technology
Borderline visible. AI bots can crawl Simple 401k Calculator, 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
#1,222,788 of 2,707,329 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
401k Calculator Simple Instant Retirement Calculator describes itself simply: "A simple 401k calculator that instantly estimates your 401(k) balance at retirement, total employer match, growth over time, and monthly retirement income." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Organization, WebSite, BreadcrumbList), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
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, Simple 401k Calculator is crawlable but under-signaled - fixable, and the signals above are where to start.
How much should you have in your 401(k) by age?
A widely cited benchmark suggests having about 1× your salary saved by 30, 3× by 40, 6× by 50, 8× by 60, and 10× by 67. These are rough guideposts, not rules. Your real target depends on when you plan to retire, your other savings, and the income you want to replace.
What return should you assume?
There is no guaranteed number, but many long-term projections use about 7%. The S&P 500 has returned roughly 10% a year on average over the long run, and around 7% once you subtract inflation. Choosing a lower, more conservative rate builds in a margin of safety if future returns disappoint. The calculator defaults to 7% because it’s a reasonable stand-in for long-run stock returns after inflation.
Traditional vs Roth: which should you choose?
It comes down to when you pay tax. Traditional contributions are pre-tax and lower your taxable income now, but withdrawals are taxed later. Roth contributions are after-tax with no break today, yet qualified withdrawals are tax-free. Roth tends to favor savers who expect a higher tax rate in retirement than they pay today.
Is this your brand?
The exact fixes for Simple 401k Calculator
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/simple401kcalculator
Cite this score: Engagemii (2026). "AEO Score for Simple 401k Calculator." Retrieved from https://engagemii.com/aeo/brands/simple401kcalculator
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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