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AI Visibility Scorecard
r43lab
r43lab.com · Technology
At 2.8/10, r43lab 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
#2,349,817 of 2,623,115 in Technology for AI visibility
2.8
/10
AEO Score
About r43lab
from our crawl and measurement
"r43lab (Route43), ソフトウェアの実験と開発を行うラボ。Cloudflare エコシステム・Claude Code・spec-driven 開発を軸に、個人開発の知見を日本語で残す技術ブログ兼ポートフォリオ。." That is how r43lab introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found structured data on the page (WebSite, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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 2.8/10, r43lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for r43lab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/r43lab
Cite this score: Engagemii (2026). "AEO Score for r43lab." Retrieved from https://engagemii.com/aeo/brands/r43lab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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