AI Visibility Scorecard
nicolasgallagher.com · Technology
Somewhat visible. AI bots can read Notes by Nicolas Gallagher, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 12 times
Claude · Meta AI · Apple Intelligence · ShapBot
#11,286 of 2,704,659 in Technology for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
Technology average 28
Top 1% of Technology
See what's behind this score →6
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
Notes by Nicolas Gallagher is a business whose own site puts it this way: "I write about technology, software engineering, and other interests.We shall not cease from explorationAnd the end of all our exploringWill be to arrive where we startedAnd know the place." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places, missing in others.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
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
Weak
Sitemaps and entity links AI can follow.
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
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 6.1/10, Notes by Nicolas Gallagher has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Notes by Nicolas Gallagher
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Notes by Nicolas Gallagher.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nicolasgallagher
Cite this score: Engagemii (2026). "AEO Score for Notes by Nicolas Gallagher." Retrieved from https://engagemii.com/aeo/brands/nicolasgallagher
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform