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AI Visibility Scorecard
Jim Roberts
jimroberts3.substack.com · Travel & Hospitality
Somewhat visible. AI bots can read Jim Roberts, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,448 of 413,196 in Travel & Hospitality for AI visibility
6.7
/10
AEO Score
About Jim Roberts
from jimroberts3.substack.com
Author of The Monkey State Trilogy, Adventure Travel Content Manager @ Swoop Patagonia and Story Nerd 📚🎬🍿. Click to read Jim Roberts on Substack. Launched 5 months ago.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions 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 6.7/10, Jim Roberts has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Jim Roberts
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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.
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Source & Attribution
Scored by Engagemii on July 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jimroberts3-substack
Cite this score: Engagemii (2026). "AEO Score for Jim Roberts." Retrieved from https://engagemii.com/aeo/brands/jimroberts3-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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