AI Visibility Scorecard
Mlife Co. Ltd
mlifecoltd.com · Other
At 0.93/10, Mlife Co. Ltd is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, AI Discoverability and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
<1
0.93
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
0
About Mlife Co. Ltd
from our crawl and measurement
Mlife Co. Ltd is a Kasugai, 23 business whose own site puts it this way: "MLife株式会社では、リフォーム、ハウスクリーニング、有料職業紹介サービスの3つを中心にご提供しています。 お客様一人ひとりのニーズに合わせて、質の高いサービスをお届けすることを大切にしています." When AI engines look at it, they find little to work with. It scores 0.93 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
- Company ·
- Mlife Co. Ltd
- Website ·
- mlifecoltd.com
- Industry ·
- Other
- Location ·
- Kasugai
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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.
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 0.93/10, Mlife Co. Ltd is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mlifecoltd
Cite this score: Engagemii (2026). "AEO Score for Mlife Co. Ltd." Retrieved from https://engagemii.com/aeo/brands/mlifecoltd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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