AI Visibility Scorecard
Builderlog
builderlog.net · Other
Borderline visible. AI bots can crawl Builderlog, 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 · ChatGPT
24
AI Naming Predictability
iRarely named · 24/100
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Builderlog
from our crawl and measurement
Builderlog is a business whose own site puts it this way: "X·인스타·유튜브·깃허브에서 퍼지는 AI 프롬프트 400여 종을 목표별 스킬트리·용도별·AI별로 정리한 갤러리. 결과 캡처, 실측 토큰, 출처, 매일 갱신되는 수집함." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once 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
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
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 4.2/10, Builderlog is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
🎯 뭘 하고 싶어요?
목표를 하나 고르면 그 스킬트리만 펼쳐집니다. 전체는 "전체 코스" 용도별 AI별 모든 도구 번호순 최신 추가순 별점 높은순 토큰 적은순 토큰 많은순 내 사진 쓰는 것만 ⚪ 내
Is this your brand?
The exact fixes for Builderlog
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Builderlog.
Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/builderlog-net
Cite this score: Engagemii (2026). "AEO Score for Builderlog." Retrieved from https://engagemii.com/aeo/brands/builderlog-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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