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AI Visibility Scorecard
cezedarling.com · Technology
Somewhat visible. AI bots can read CeZe Darling, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#695,779 of 2,808,083 in Technology for AI visibility
5.3
/10
AEO Score
from our crawl and measurement
CeZe Darling is a business whose own site puts it this way: "CeZe Darling, freelance web, mobile, and game developer specializing in custom PHP apps, WordPress, API integrations, lightweight CMS sites, hybrid iOS/Android apps, and MVP delivery." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). 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
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
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
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 5.3/10, CeZe Darling has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for CeZe Darling
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cezedarling
Cite this score: Engagemii (2026). "AEO Score for CeZe Darling." Retrieved from https://engagemii.com/aeo/brands/cezedarling
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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