AI Visibility Scorecard
Pension Lump Sum Calculator (IRS 417(e))
pensionmath.com · Technology
Somewhat visible. AI bots can read Pension Lump Sum Calculator (IRS 417(e)), but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI
#323,786 of 2,707,789 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
90
Muse Index Score
iAI agent readiness
Transactable · 90/100
0
AI Adoption
iNone detected · 0/100
About Pension Lump Sum Calculator (IRS 417(e))
from our crawl and measurement
Pension Lump Sum Calculator (IRS 417(e)) is a business whose own site puts it this way: "Free retirement calculators built on IRS formulas. Pension lump sum analysis, FERS retirement, Social Security optimization, and state teacher pension systems. No signup. No...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite, WebApplication), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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.
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 5.6/10, Pension Lump Sum Calculator (IRS 417(e)) has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pension Lump Sum Calculator (IRS 417(e))
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pensionmath
Cite this score: Engagemii (2026). "AEO Score for Pension Lump Sum Calculator (IRS 417(e))." Retrieved from https://engagemii.com/aeo/brands/pensionmath
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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