AI Visibility Scorecard
from __future__ import dream
freesearch.pe.kr · Media & Entertainment
At 3.05/10, from __future__ import dream is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Parallel
Top 25% in Media & Entertainment for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
Media & Entertainment average 17
Top 8% of Media & Entertainment
See what's behind this score →3.05
AEO Visibility
iNear-invisible · 3.05/10
Media & Entertainment average 2.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
About from __future__ import dream
from our crawl and measurement
from __future__ import dream is one of the businesses we track in the Media & Entertainment space. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places, missing in others.
Under the hood there is a sitemap and a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
- Company ·
- from __future__ import dream
- Website ·
- freesearch.pe.kr
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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 read your site and name it in answers. At 3.05/10, from __future__ import dream is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
“먼저온 미래” 우리의 미래?
작성일자 2025년 09월 23일2025년 09월 23일 고감자님이 작성 바둑에 대한 “먼저온 미래”라는 책을 최근 흥미롭게 보고 있다. 알파고 이후의 바둑기사를 인터뷰한것이 주된 내용인 책이다. https://ridibooks.com/books/4097000321 중간 부분에서 바둑기사들이 AI를 바둑 트레이닝에 사용하면서 실력이 상향 평준화 된 사례를 이야기한다. 이는 초반 포석에 대한 AI가이드에 대한 집중 학습을 하면서 중수 이하 기사들의 초반 실력이 크게 향상 된게 주된 원인이라한다. 고수와 하수를 가르는 초반 포석 능력이 […] 계속 읽기
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for from __future__ import dream.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/freesearch-pe-kr
Cite this score: Engagemii (2026). "AEO Score for from __future__ import dream." Retrieved from https://engagemii.com/aeo/brands/freesearch-pe-kr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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