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AI Visibility Scorecard
BugFix LLC Webサイト
bug-fix.org · Media & Entertainment
Borderline visible. AI bots can crawl BugFix LLC Webサイト, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,196,028 of 1,873,012 in Media & Entertainment for AI visibility
4.3
/10
AEO Score
About BugFix LLC Webサイト
from our crawl and measurement
"BugFixは登録者12万人のYouTubeチャンネル「セイト先生のWeb/ITエンジニア転職ラボ」の運営や、ゼミ形式のオンライン・AIプログラミングスクール「SiiD」などを運営するテック企業です。." That is how BugFix LLC Webサイト of 世田谷区, 東京都 introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
1
Established authority for your domain.
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 4.3/10, BugFix LLC Webサイト is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for BugFix LLC Webサイト
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bug-fix-org
Cite this score: Engagemii (2026). "AEO Score for BugFix LLC Webサイト." Retrieved from https://engagemii.com/aeo/brands/bug-fix-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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