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AI Visibility Scorecard
Is This Thing On?
jeffmalek.com · Technology
Borderline visible. AI bots can crawl Is This Thing On?, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,075,615 of 2,623,115 in Technology for AI visibility
3.5
/10
AEO Score
About Is This Thing On?
from our crawl and measurement
"HomeAbout Jeff Malek Jan 14 2025 Leave a comment Uncategorized Seattle Lakes: Real-Time Temperature Service with AI and Flutter In 2024, I used AI to write a web service in Python." That is how Is This Thing On? introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
1
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 3.5/10, Is This Thing On? is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Is This Thing On?
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/jeffmalek
Cite this score: Engagemii (2026). "AEO Score for Is This Thing On?." Retrieved from https://engagemii.com/aeo/brands/jeffmalek
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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