AI Visibility Scorecard
The Pragmatic Engineer
pragmaticengineer.com · Technology
Well-positioned for AI search. The breakdown below shows where The Pragmatic Engineer is still leaving points on the table.
AI engines read this profile 76 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#11 of 2,707,105 in Technology for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
More likely to be named than 99% of Technology companies
9
AEO Visibility
iVisible · 8.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
6
AI Adoption
iBasic · 6/100
About The Pragmatic Engineer
from our crawl and measurement
The Pragmatic Engineer describes itself simply: "I write a newsletter, a blog and published a few books. The Pragmatic Engineer is the #1 newsletter for engineering managers and senior engineers." Measured against the twelve signals AI engines rely on, it scores 8.7 out of 10, a strong showing.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 7 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 8.7/10, The Pragmatic Engineer has a working base to build on - fixable, and the signals above are where to start.
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pragmaticengineer
Cite this score: Engagemii (2026). "AEO Score for The Pragmatic Engineer." Retrieved from https://engagemii.com/aeo/brands/pragmaticengineer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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