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AI Visibility Scorecard
John Polacek
johnpolacek.com · Technology
Somewhat visible. AI bots can read John Polacek, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#154,171 of 2,623,115 in Technology for AI visibility
6.2
/10
AEO Score
About John Polacek
from our crawl and measurement
"John Polacek is a web developer located in Chicago who is a Staff Software Engineer at VEG, ships open source web stuff and writes about web development, AI and life in general." That is how John Polacek introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.
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 Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
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
10
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
6
Forum and community discussion.
0
No Reddit mentions 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 6.2/10, John Polacek has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Polacek
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnpolacek
Cite this score: Engagemii (2026). "AEO Score for John Polacek." Retrieved from https://engagemii.com/aeo/brands/johnpolacek
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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