AI Visibility Scorecard
mkozdev.com · Technology
Borderline visible. AI bots can crawl Full Stack Developer React, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#1,863,169 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Full Stack Developer React tworzący nowoczesne strony internetowe i aplikacje webowe. Specjalizacja: Next.js, Tailwind CSS, SEO i szybkie strony dla firm." That is how Full Stack Developer React introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 4/10, Full Stack Developer React is crawlable but under-signaled - fixable, and the signals above are where to start.
Jak mogę pomóc ?
Frontend Development Tworzenie interaktywnych i responsywnych aplikacji webowych.Backend Development Projektowanie skalowalnych API, CMS, integracje z bazami danych.Responsive Web DesignStrony działające perfekcyjnie na każdym urządzeniu.WordPress & WooCommerceDedykowane motywy, integracje e-commerce, łatwe w zarządzaniu.Optymalizacja wydajnościAudyty Core Web Vitals, przyspieszenie ładowania strony.Kariera
Is this your brand?
The exact fixes for Full Stack Developer React
Which AI engines already crawl you
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Full Stack Developer React.
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mkozdev
Cite this score: Engagemii (2026). "AEO Score for Full Stack Developer React." Retrieved from https://engagemii.com/aeo/brands/mkozdev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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