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AI Visibility Scorecard
LifeWorkEngineer | 本気でフリーランスになりたい人が入るプログラミングスクール
lifeworkengineer.com · Other
At 1.2/10, LifeWorkEngineer | 本気でフリーランスになりたい人が入るプログラミングスクール is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
1.2
/10
AEO Score
About LifeWorkEngineer | 本気でフリーランスになりたい人が入るプログラミングスクール
from our crawl and measurement
LifeWorkEngineer describes itself simply: "実際のアプリ開発を経験し、現場で即戦力のフリーランスエンジニアへ。本気でフリーランスになりたい人が入る プログラミングスクール。." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Under the hood there is structured data on the page (Article) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 1.2/10, LifeWorkEngineer | 本気でフリーランスになりたい人が入るプログラミングスクール is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LifeWorkEngineer | 本気でフリーランスになりたい人が入るプログラミングスクール
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LifeWorkEngineer | 本気でフリーランスになりたい人が入るプログラミングスクール.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lifeworkengineer
Cite this score: Engagemii (2026). "AEO Score for LifeWorkEngineer | 本気でフリーランスになりたい人が入るプログラミングスクール." Retrieved from https://engagemii.com/aeo/brands/lifeworkengineer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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