AI Visibility Scorecard
Top
circleoffriendscdc.com · Education
Borderline visible. AI bots can crawl Top, 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 4 times
Meta AI · Perplexity
#368,895 of 937,777 in Education for AI visibility
19
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Top
from our crawl and measurement
Top is a Fairfield, CA business whose own site puts it this way: "At Circle of Friends, we’ve proudly provided a home away from home for families for over 20 years." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on some structured data, a partly stated business identity, a few credibility markers, basic crawler access and partial sitemap and link coverage.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
- Company ·
- Top
- Website ·
- circleoffriendscdc.com
- Industry ·
- Education
- Location ·
- Fairfield, California
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 6, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Good
Inbound links from other sites.
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 4/10, Top is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Circle of Friends for the Best Childcare in Fairfield & Vallejo?
At Circle of Friends, we’ve proudly provided a “home away from home” for families for over 20 years.As family-owned early learning centers, we understand the importance of trust, connection, and open communication; we make it a priority to keep you informed about your child’s day, every day.
Is this your brand?
The exact fixes for Top
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Top.
Source & Attribution
Scored by Engagemii on August 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/circleoffriendscdc
Cite this score: Engagemii (2026). "AEO Score for Top." Retrieved from https://engagemii.com/aeo/brands/circleoffriendscdc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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