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AI Visibility Scorecard
Colin Lowenberg
lowenberg.com · Technology
Borderline visible. AI bots can crawl Colin Lowenberg, 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 2 times
Claude
#2,343,965 of 2,706,098 in Technology for AI visibility
3.1
/10
AEO Score
About Colin Lowenberg
from our crawl and measurement
"Colin Lowenberg's portfolio showcasing AI developer relations expertise with focus on AI Agents, LLMs, and Model Context Protocol." That is how Colin Lowenberg introduces itself. When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 3.1/10, Colin Lowenberg is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Colin Lowenberg
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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lowenberg
Cite this score: Engagemii (2026). "AEO Score for Colin Lowenberg." Retrieved from https://engagemii.com/aeo/brands/lowenberg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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