AI Visibility Scorecard
David Fant
fant.io · Food & Beverage
At 3/10, David Fant is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,235,450 of 1,393,760 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About David Fant
from our crawl and measurement
"David Fant's thoughts React Reverse Engineering 9 Jan 2026 A deep dive into how React Fiber and how to steal any component from a production React website without source code - using React." That is how David Fant introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 3/10, David Fant is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Is This?
26 May 2019 This is my private space on the interwebs where I dump my thoughts, share interesting tech findings, and occasionally write summaries of books I read. It will probably be mostly centered around code I write and learnings from the journey of building products. But every once in a while, I might drop some thoughts on bigger picture thoughts as I try to find my place in the universe. Read more
Is this your brand?
The exact fixes for David Fant
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fant-io
Cite this score: Engagemii (2026). "AEO Score for David Fant." Retrieved from https://engagemii.com/aeo/brands/fant-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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