AI Visibility Scorecard
FFFlog
ffflog.com · Other
Borderline visible. AI bots can crawl FFFlog, 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
4
AEO Visibility
iNear-invisible · 3.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About FFFlog
from our crawl and measurement
"컨텐츠로 건너뛰기 자동차 정비 가이드 메뉴 메뉴 자동차HOME 자동차 연료 유량제어 밸브(IMV/FCA) 완벽 가이드: 전문가의 진단부터 유지보수까지7월 10, 2026엔진 성능을 좌우하는 핵심 부품인 연료 유량제어 밸브의 원리부터 고장 증상, 교체 가이드까지 완벽히 해부합니다." That is how HOME introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (Person, Organization, 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
Fair
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
Good
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 3.6/10, FFFlog is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for FFFlog
Which AI engines already crawl you
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ffflog
Cite this score: Engagemii (2026). "AEO Score for FFFlog." Retrieved from https://engagemii.com/aeo/brands/ffflog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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