AI Visibility Scorecard
IRMAA Check
irmaacheck.com · Technology
Borderline visible. AI bots can crawl IRMAA Check, 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
#1,807,789 of 2,707,329 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About IRMAA Check
from our crawl and measurement
IRMAA Check Medicare IRMAA Calculator & Guide 2026 describes itself simply: "Estimate whether income events may push you into a 2026 Medicare IRMAA bracket." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found structured data on the page (WebApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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 4.1/10, IRMAA Check is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Which premium year are you planning for?
IRMAA uses income from 2 years prior. For 2026 premiums, SSA looks at your 2024 tax return.
What's your tax filing status?
IRMAA thresholds differ by how you filed in the lookback year.
Who is on Medicare?
IRMAA applies per person. If both spouses are enrolled, the surcharge applies to each one separately.
What's your estimated income (MAGI)?
MAGI = AGI + tax-exempt interest. From your lookback year tax return.
Any big income moves planned?
These will be added to your base MAGI to show the impact. Leave at $0 to skip.
Is this your brand?
The exact fixes for IRMAA Check
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 IRMAA Check.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/irmaacheck
Cite this score: Engagemii (2026). "AEO Score for IRMAA Check." Retrieved from https://engagemii.com/aeo/brands/irmaacheck
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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