AI Visibility Scorecard
All Things From My Brain
atfmb.com · Media & Entertainment
Somewhat visible. AI bots can read All Things From My Brain, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Claude · Meta AI · ShapBot
#125,777 of 1,966,760 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About All Things From My Brain
from our crawl and measurement
"Patrick Hester is a two-time Hugo Award winner, author, producer, host and co-founder of The Functional Nerds podcast, and the former host and producer of the SF Signal podcast." That is how All Things From My Brain introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
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
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 6/10, All Things From My Brain has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
The cat mafia?
12:30 AM, August 18th. So. I’m all tucked away in bed, but Ronan isn’t settling down. He’s pacing back-and-forth, up and down the stairs and this signals to me that he probably needs to go outside. Never mind that we already went outside before I got into bed. So I untucked myself and headed downstairs to let Ronan out. I do my usual thing which is to stand out on the back porch while he does his business.
Is this your brand?
The exact fixes for All Things From My Brain
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/atfmb
Cite this score: Engagemii (2026). "AEO Score for All Things From My Brain." Retrieved from https://engagemii.com/aeo/brands/atfmb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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