AI Visibility Scorecard
The CO—100 List: America's Top 100 Small Businesses
co-100.com · Membership Organizations
Somewhat visible. AI bots can read The CO—100 List: America's Top 100 Small Businesses, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 103 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#15,595 of 93,307 in Membership Organizations for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About The CO—100 List: America's Top 100 Small Businesses
from our crawl and measurement
The CO 100 List: America's Top 100 Small Businesses describes itself simply: "This exclusive list recognizes 100 of the best and brightest small and mid-sized businesses across America, celebrated for their remarkable contributions in driving innovation, growth, and." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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 5.4/10, The CO—100 List: America's Top 100 Small Businesses has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The CO—100 List: America's Top 100 Small Businesses
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/co-100
Cite this score: Engagemii (2026). "AEO Score for The CO—100 List: America's Top 100 Small Businesses." Retrieved from https://engagemii.com/aeo/brands/co-100
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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