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AI Visibility Scorecard
Andrea Zonca
zonca.dev · Technology
Somewhat visible. AI bots can read Andrea Zonca, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Amazon Alexa
#154,172 of 2,630,671 in Technology for AI visibility
6.2
/10
AEO Score
About Andrea Zonca
from our crawl and measurement
Andrea Zonca describes itself simply: "Jul 28, 2026 Andrea Zonca PySM 3.4.6 released: FLAMINGO kSZ models and c1 documentation python pysm cosmology A practical introduction to the new FLAMINGO kinetic SZ presets and documented." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it and it comes up on Reddit. 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 and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
4
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.
5
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 6.2/10, Andrea Zonca has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Andrea Zonca
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/zonca-dev
Cite this score: Engagemii (2026). "AEO Score for Andrea Zonca." Retrieved from https://engagemii.com/aeo/brands/zonca-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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