AI Visibility Scorecard
FailLoft
failloft.com · Other
Borderline visible. AI bots can crawl FailLoft, 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
3
AEO Visibility
iNear-invisible · 3.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About FailLoft
from our crawl and measurement
FailLoft 당신의 실패를 전시하세요 is a business whose own site puts it this way: "실패한 연구, 중단된 프로젝트, 미완성 아이디어의 과정과 자료를 다시 연결하는 열린 아카이브. 당신이 멈춘 곳이 누군가의 다음 출발점이 됩니다." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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 3.1/10, FailLoft is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for FailLoft
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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 September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/failloft
Cite this score: Engagemii (2026). "AEO Score for FailLoft." Retrieved from https://engagemii.com/aeo/brands/failloft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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