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AI Visibility Scorecard
thoughtsandrantings.com · Media & Entertainment
Somewhat visible. AI bots can read Eye on the Republic, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · Apple Intelligence
#249,574 of 1,898,199 in Media & Entertainment for AI visibility
5.8
/10
AEO Score
from our crawl and measurement
Eye on the Republic is a business whose own site puts it this way: "Continue reading Before you look at my archives on this blog! → Featured Post by PatrickPosted in announcementsWe are at war with IranAs I wrote before, I did not vote for a." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models and a readable heading structure. It is missing structured data describing the business and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.8/10, Eye on the Republic has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Eye on the Republic
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Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thoughtsandrantings
Cite this score: Engagemii (2026). "AEO Score for Eye on the Republic." Retrieved from https://engagemii.com/aeo/brands/thoughtsandrantings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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