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AI Visibility Scorecard
Pragmatic Bookshelf: By Developers, For Developers
pragprog.com · Technology
Well-positioned for AI search. The breakdown below shows where Pragmatic Bookshelf: By Developers, For Developers is still leaving points on the table.
AI engines read this profile 10 times
ChatGPT · Claude · Apple Intelligence · Amazon Alexa
#18,154 of 2,658,247 in Technology for AI visibility
7
AEO Visibility
iVisible · 7.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About Pragmatic Bookshelf: By Developers, For Developers
from our crawl and measurement
Pragmatic Bookshelf: By Developers, For Developers describes itself simply: "We improve the lives of professional developers. We create timely, practical books on classic and cutting-edge topics to help you learn and practice your craft, and accelerate your career." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.
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 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
5
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
7
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 7.1/10, Pragmatic Bookshelf: By Developers, For Developers has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Pragmatic Bookshelf: By Developers, For Developers
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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/pragprog
Cite this score: Engagemii (2026). "AEO Score for Pragmatic Bookshelf: By Developers, For Developers." Retrieved from https://engagemii.com/aeo/brands/pragprog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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