AI Visibility Scorecard
Dev Drive Lab- 車を、第二のオフィスにする。副業エンジニアのための車内作業ブログ
Borderline visible. AI bots can crawl Dev Drive Lab- 車を、第二のオフィスにする。副業エンジニアのための車内作業ブログ, 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 2 times
Claude
4
AI Naming Predictability
iRarely named · 4/100
3
AEO Visibility
iNear-invisible · 3.1/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Dev Drive Lab- 車を、第二のオフィスにする。副業エンジニアのための車内作業ブログ
from our crawl and measurement
"車を、第二のオフィスにする。副業エンジニアのための車内作業ブログ Dev Drive Lab 車内開発環境 ガジェット ドライブ活用 コスト・節約 車内開発環境 車内で快適にタイピングするコツ｜姿勢と配置で疲れを減らす." That is how Dev Drive Lab- 車を、第二のオフィスにする。副業エンジニアのための車内作業ブログ introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
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
Weak
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.1/10, Dev Drive Lab- 車を、第二のオフィスにする。副業エンジニアのための車内作業ブログ is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dev Drive Lab- 車を、第二のオフィスにする。副業エンジニアのための車内作業ブログ
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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 October 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devdrivelab
Cite this score: Engagemii (2026). "AEO Score for Dev Drive Lab- 車を、第二のオフィスにする。副業エンジニアのための車内作業ブログ." Retrieved from https://engagemii.com/aeo/brands/devdrivelab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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