AI Visibility Scorecard
Left of Old North
leftofoldnorth.com · Media & Entertainment
Borderline visible. AI bots can crawl Left of Old North, 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 2 times
Claude · Apple Intelligence
#1,467,505 of 1,966,684 in Media & Entertainment for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Left of Old North
from our crawl and measurement
Left of Old North describes itself simply: "Your source for left-wing North Carolina politics, covering current issues, progressive movements, and ways to build political power across the state." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Under the hood there is structured data on the page (WebSite, LocalBusiness) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
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 3.8/10, Left of Old North is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Left of Old North
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/leftofoldnorth
Cite this score: Engagemii (2026). "AEO Score for Left of Old North." Retrieved from https://engagemii.com/aeo/brands/leftofoldnorth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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