▲ 5.8 since Jul 2026
#113 OF 1,388,695 IN FOOD & BEVERAGE
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AI Visibility Scorecard
Small Farm Republic
johnklar.substack.com · Food & Beverage
Well-positioned for AI search. The breakdown below shows where Small Farm Republic is still leaving points on the table.
AI engines read this profile 1 times
Claude
#113 of 1,388,695 in Food & Beverage for AI visibility
8
AEO Visibility
iVisible · 7.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Small Farm Republic
from johnklar.substack.com
Commentaries and podcasts by attorney and farmer John Klar. Food security, local farming, and food safety form a consistent theme. Click to read Small Farm Republic, by John Klar, a Substack publicati
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
4
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
10
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
Social Mentions
10
Social discussion and mentions.
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 7.6/10, Small Farm 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 Small Farm Republic
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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 September 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnklar-substack
Cite this score: Engagemii (2026). "AEO Score for Small Farm Republic." Retrieved from https://engagemii.com/aeo/brands/johnklar-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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