AI Visibility Scorecard
MAKINGPREP
makingprep.com · Technology
Borderline visible. AI bots can crawl MAKINGPREP, 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
#2,073,803 of 2,707,329 in Technology for AI visibility
29
AI Naming Predictability
iRarely named · 29/100
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 MAKINGPREP
from our crawl and measurement
MAKINGPREP 메이킹프랩 좋은 아이디어가 경험이 되는 곳 is a business whose own site puts it this way: "메이킹프랩(MAKINGPREP)은 디자인과 문화를 기반으로 콘텐츠, 상품, 프로그램, 로컬 경험을 기획하고 만드는 크리에이티브 스튜디오입니다." 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 (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
Good
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
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, MAKINGPREP is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MAKINGPREP
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/makingprep
Cite this score: Engagemii (2026). "AEO Score for MAKINGPREP." Retrieved from https://engagemii.com/aeo/brands/makingprep
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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