AI Visibility Scorecard
Mummas Circle
mummascircle.com · Media & Entertainment
Borderline visible. AI bots can crawl Mummas Circle, 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 1 times
Claude
#1,165,871 of 1,965,647 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Mummas Circle
from our crawl and measurement
Mummas Circle is a business whose own site puts it this way: "Join Mummas Circle for supportive motherhood sessions, connecting moms through community, guest talks, and relaxed play in Clayfield, Everton Park, and North Lakes." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (WebSite), 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
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.3/10, Mummas Circle is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Happens at Mummas Circle?
Every week is thoughtfully designed to support both you and your baby through connection, education, and community.It's more than just a mums group. It's a place where lifelong friendships begin and motherhood feels a little lighter. Expert Guest SpeakersEach week you'll hear from trusted professionals covering topics such as baby sleep, feeding, maternal wellbeing, baby development and more.
Is this your brand?
The exact fixes for Mummas Circle
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 Mummas Circle.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mummascircle
Cite this score: Engagemii (2026). "AEO Score for Mummas Circle." Retrieved from https://engagemii.com/aeo/brands/mummascircle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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