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AI Visibility Scorecard
constella.cloud · Other
At 2/10, Constella is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
2
/10
AEO Score
from our crawl and measurement
Constella describes itself simply: "클릭하면 소리가 재생됩니다Constella지식관리의 우주,당신의 별자리를 찾아보세요흩어진 정보를 별자리로 연결해보세요.당신의 이야기가, 세대를 넘어 빛나는 역사가 될거예요나의 우주로 들어가기로그인하기당신만의 우주를 창조하세요회원가입하기HTML 뷰어모든 HTML 문서를 저장하고 보기 쉽게 관리하세요." As far as answer engines are concerned it may as well not exist yet: 2.0 out of 10.
On the page it is passable on a workable page structure. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 2/10, Constella is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Constella
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/constella-cloud
Cite this score: Engagemii (2026). "AEO Score for Constella." Retrieved from https://engagemii.com/aeo/brands/constella-cloud
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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