AI Visibility Scorecard
Ramblings from Jessie
jessfraz.com · Media & Entertainment
Somewhat visible. AI bots can read Ramblings from Jessie, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 31 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#34,910 of 1,966,399 in Media & Entertainment for AI visibility
26
AI Naming Predictability
iNamed occasionally · 26/100
More likely to be named than 98% of Media & Entertainment companies
5
AEO Visibility
iBorderline · 5.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Ramblings from Jessie
from our crawl and measurement
Ramblings from Jessie is a business whose own site puts it this way: "The blog of Jessie Frazelle, hacker of all things: systems, kernels, operating systems, etc." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
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
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
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.
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 5.2/10, Ramblings from Jessie has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Ramblings from Jessie
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jessfraz
Cite this score: Engagemii (2026). "AEO Score for Ramblings from Jessie." Retrieved from https://engagemii.com/aeo/brands/jessfraz
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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