AI Visibility Scorecard
cupcakecoaching.com · Media & Entertainment
At 1.34/10, Johanna Ringe is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 50% in Media & Entertainment for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Media & Entertainment average 17
See what's behind this score →1.34
AEO Visibility
iNear-invisible · 1.34/10
Media & Entertainment average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Basic · 0/100
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
Johanna Ringe works in Media & Entertainment. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.34 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.34/10, Johanna Ringe is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Who is Johanna Ringe?
Johanna in 2020 I love to support and encourage the misfits, the too-complicated, too-sensitive humans. I want you to really feel that you do belong here and to see your worth and your contribution. I would love you to feel good in your own skin and to be kind to yourselves.I want all you highly intelligent and multiply gifted, colourful human beings to enjoy being different in this beautiful world!
What does “making art” mean?
I will try to give a very personal answer:Making art means thinking in colours, following the brush and transforming myself in dialogue with the painting.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Johanna Ringe.
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cupcakecoaching
Cite this score: Engagemii (2026). "AEO Score for Johanna Ringe." Retrieved from https://engagemii.com/aeo/brands/cupcakecoaching
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform