AI Visibility Scorecard
David Rozsa
davidrozsa.com · Technology
Somewhat visible. AI bots can read David Rozsa, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#47,779 of 2,707,166 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.5/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
12
AI Adoption
iBasic · 12/100
About David Rozsa
from our crawl and measurement
David Rozsa describes itself simply: "I'm David Rozsa, a digital product architect who covers the judgment layer between your idea and a shipped product." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, WebPage, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.5/10, David Rozsa has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How do I build a real product without a full team?
Architecture, UX, and engineering: under one roof.I don't just build websites. I architect production-grade software products. My approach combines deep UX strategy with modern technical architecture, turning complex ideas into user-friendly, stable digital reality.
How do I ship faster without sacrificing quality?
AI-assisted delivery at custom-software depth.I use AI-assisted development workflows and modern stacks (Next.js, Supabase, Claude Code) to cut development time significantly. You get the speed of no-code with the unlimited power of custom software.
How do I go to market without building the wrong thing?
Validated MVP. Automated growth.I help you go to market with a validated, production-ready MVP, then scale it into a fully automated ecosystem. The goal: business assets that free your time and secure your independence.
How do I stop depending on developers to build my vision?
Reclaim creative control.I believe in democratizing software creation.
Is this your brand?
The exact fixes for David Rozsa
Which AI engines already crawl you
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/davidrozsa
Cite this score: Engagemii (2026). "AEO Score for David Rozsa." Retrieved from https://engagemii.com/aeo/brands/davidrozsa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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