AI Visibility Scorecard
Ms T and Friends
mstandfriends.com · Education
Borderline visible. AI bots can crawl Ms T and Friends, 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 6 times
Meta AI · Apple Intelligence · Claude
#710,105 of 937,777 in Education for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Ms T and Friends
from mstandfriends.com
Ms T and Friends offers professional nanny, newborn care, and house management support in Atlanta, GA—20+ years of trusted childcare experience.
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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 3.6/10, Ms T and Friends is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Families Choose Ms T and Friends?
With over 20 years of professional childcare experience, Ms T and Friends provides safe, nurturing, and dependable care tailored to each child’s unique needs. Families trust us for our education, certifications, and genuine commitment to their children’s well-being.
Is this your brand?
The exact fixes for Ms T and Friends
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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/mstandfriends
Cite this score: Engagemii (2026). "AEO Score for Ms T and Friends." Retrieved from https://engagemii.com/aeo/brands/mstandfriends
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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