AI Visibility Scorecard
MNB Nurturing Touch
mnb-twc.com · Education
Borderline visible. AI bots can crawl MNB Nurturing Touch, 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 17 times
Meta AI · Claude · Apple Intelligence · ShapBot
#368,922 of 937,753 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 →4
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →30
0
About MNB Nurturing Touch
from our crawl and measurement
MNB Nurturing Touch, based in Singapore, describes itself simply: "Leading training provider for nurturing touch courses and trainings for all ages." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 13 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
- Company ·
- MNB Nurturing Touch
- Website ·
- mnb-twc.com
- Industry ·
- Education
- Location ·
- Singapore
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 23, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 read your site and name it in answers. At 4/10, MNB Nurturing Touch is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for MNB Nurturing Touch
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mnb-twc
Cite this score: Engagemii (2026). "AEO Score for MNB Nurturing Touch." Retrieved from https://engagemii.com/aeo/brands/mnb-twc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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