AI Visibility Scorecard
pragmaticpineapple.com Β· Technology
At 3.58/10, Pragmatic Pineapple π is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude Β· ChatGPT
Top 1% in Technology for AI visibility
70
AI Naming Predictability
iNamed occasionally Β· 70/100
Technology average 28
Top 6% of Technology
See what's behind this score β3.58
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score β0
Muse Index Score
iAI agent readiness
Not agent-ready Β· 0/100
Technology average 17
See what's behind this score β4
from our crawl and measurement
Pragmatic Pineapple π is a business whose own site puts it this way: "A blog by Nikola Δuza that aims to spread knowledge and give practical tips on JavaScript and Ruby." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places, missing in others.
Our crawl found a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
Strong Β· Good Β· Fair Β· Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.58/10, Pragmatic Pineapple π is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pragmaticpineapple
Cite this score: Engagemii (2026). "AEO Score for Pragmatic Pineapple π." Retrieved from https://engagemii.com/aeo/brands/pragmaticpineapple
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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