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AI Visibility Scorecard
ml-devworks.com · Technology
Somewhat visible. AI bots can read ML DevWorks, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#684,013 of 2,648,405 in Technology for AI visibility
5.2
/10
AEO Score
from ml-devworks.com
Programista z Krakowa tworzy aplikacje dla firm, strony internetowe, systemy rezerwacji, integracje API/CRM i automatyzacje AI. Bezpośrednia współpraca.
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.2/10, ML DevWorks has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ML DevWorks
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 ML DevWorks.
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ml-devworks
Cite this score: Engagemii (2026). "AEO Score for ML DevWorks." Retrieved from https://engagemii.com/aeo/brands/ml-devworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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