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AI Visibility Scorecard
Catppuccin
catppuccin.com · design
Somewhat visible. AI bots can read Catppuccin, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#19,124 of 624,174 in Nonprofits for AI visibility
6.4
/10
AEO Score
About Catppuccin
from our crawl and measurement
"A soothing pastel theme for the high-spirited! We are a community-driven color scheme, perfect for coding, designing, and more." That is how Catppuccin introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it, AI engines recognise it as a distinct business and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, nobody is discussing it where AI engines look.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 34 words. The business dates to 2021.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
0
No community discussion yet.
6
Reddit mentions and discussion.
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 6.4/10, Catppuccin has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Catppuccin
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catppuccin
Cite this score: Engagemii (2026). "AEO Score for Catppuccin." Retrieved from https://engagemii.com/aeo/brands/catppuccin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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