AI Visibility Scorecard
m2cake.com
m2cake.com · E-commerce
Borderline visible. AI bots can crawl m2cake.com, 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
#480,742 of 739,305 in E-commerce for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
E-commerce average 18
Top 35% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →5
0
About m2cake.com
from our crawl and measurement
M Square Cake describes itself simply: "🙏⚠️ 订单已确认，因顾客个人原因取消，将不提供现金退款，退款金额将以门店储值方式返还（Store Credit），感谢理解与支持 🙏❄️ Storage & Freshness | 储存建议All our products are made with fresh dairy cream and reduced sugar recipes." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
- Company ·
- m2cake.com
- Website ·
- m2cake.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 22, 2026
The 6 signals AI reads
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
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
Good
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
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 read your site and name it in answers. At 3.6/10, m2cake.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for m2cake.com
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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 August 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/m2cake
Cite this score: Engagemii (2026). "AEO Score for m2cake.com." Retrieved from https://engagemii.com/aeo/brands/m2cake
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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