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AI Visibility Scorecard
Martin, Martin, Randall & Associates, Inc. – Qualified Retirement Plan Administrators
mmrplans.com · Professional Services
Somewhat visible. AI bots can read Martin, Martin, Randall & Associates, Inc. – Qualified Retirement Plan Administrators, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude · Apple Intelligence
#120,333 of 498,618 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Martin, Martin, Randall & Associates, Inc. – Qualified Retirement Plan Administrators
from our crawl and measurement
Martin, Martin, Randall & Associates, Inc. Qualified Retirement Plan Administrators describes itself simply: "Retirement Plan Administrator. TPA. Cash Balance. 401(k). Retirement Planning. 403(b). Defined Benefit. Pension Plans. 457 Plans. MEP. PEP. Contact Sales Team! 401k." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.2/10, Martin, Martin, Randall & Associates, Inc. – Qualified Retirement Plan Administrators has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Martin, Martin, Randall & Associates, Inc. – Qualified Retirement Plan Administrators
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mmrplans
Cite this score: Engagemii (2026). "AEO Score for Martin, Martin, Randall & Associates, Inc. – Qualified Retirement Plan Administrators." Retrieved from https://engagemii.com/aeo/brands/mmrplans
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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