AI Visibility Scorecard
The Sensory Sessions
colldevelopments.com · Education
At 2.16/10, The Sensory Sessions is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Technical AEO, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Parallel
Top 25% in Education for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Education average 14
Top 40% of Education
See what's behind this score →2.16
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Education average 13
See what's behind this score →0
About The Sensory Sessions
from our crawl and measurement
The Sensory Sessions is a business whose own site puts it this way: "Fun, expert-led baby development classes designed to support your baby's growth and your confidence as a parent. Join our award-winning sensory baby classes." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.16 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 5 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- The Sensory Sessions
- Website ·
- colldevelopments.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.16/10, The Sensory Sessions is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Sensory Sessions
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/colldevelopments
Cite this score: Engagemii (2026). "AEO Score for The Sensory Sessions." Retrieved from https://engagemii.com/aeo/brands/colldevelopments
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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