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AI Visibility Scorecard
Fronmpt Academy
fronmpt.com · Education
Somewhat visible. AI bots can read Fronmpt Academy, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#322,338 of 872,991 in Education for AI visibility
5.1
/10
AEO Score
About Fronmpt Academy
from our crawl and measurement
Fronmpt Academy describes itself simply: "바이브코딩 처음이어도 같이 만들면 돼요. Claude Code · Next.js · Vercel로 작동하는 SaaS 한 화면 띄우는 시즌제 아카데미. 23편 VOD · 디스코드 · 라이브 Q&A · 시즌3 알림 대기중." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, Course), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, Fronmpt Academy has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fronmpt Academy
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Fronmpt Academy.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fronmpt
Cite this score: Engagemii (2026). "AEO Score for Fronmpt Academy." Retrieved from https://engagemii.com/aeo/brands/fronmpt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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