AI Visibility Scorecard
Jack Byrom
jackbyrom.com · Media & Entertainment
Borderline visible. AI bots can crawl Jack Byrom, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 5 times
Claude · Meta AI · Apple Intelligence · ShapBot
#787,564 of 1,966,627 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Jack Byrom
from our crawl and measurement
Jack Byrom is a business whose own site puts it this way: "ABOUT ME Jack Byrom is a writer, editor, and science commentator. ECATAPEC, MEXICO, 2015 He is a multidisciplinary writer of movie scripts, nonfiction books, and poetry and also an." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Fair
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.
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 4.8/10, Jack Byrom is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Religious nationalism on display at G.J. City Hall?
By Jack Byrom May 23, 2025 In front of the Grand Junction, Colorado, City Hall at 250 N.
Who knew that “frozen” could just be a regular word?
Some worry that computers are now powerful enough to take over the entire world and run it, like in The Terminator. But if I dictate to one of these advanced machines to type a comma, over and over, it will type CALL ME. I protest, complain, and correct it, and then a minute later it…Read more February 8, 2023
Is this your brand?
The exact fixes for Jack Byrom
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jackbyrom
Cite this score: Engagemii (2026). "AEO Score for Jack Byrom." Retrieved from https://engagemii.com/aeo/brands/jackbyrom
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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