AI Visibility Scorecard
Coca-Cola Beverages Northeast
cokenortheast.com · Media & Entertainment
Somewhat visible. AI bots can read Coca-Cola Beverages Northeast, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Claude · Apple Intelligence · ChatGPT · Perplexity
#17,171 of 1,966,289 in Media & Entertainment for AI visibility
72
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Coca-Cola Beverages Northeast
from our crawl and measurement
Coca-Cola Beverages Northeast is a Bedford, NH business whose own site puts it this way: "Coca-Cola Beverages Northeast delivers iconic beverages to the community, focusing on quality, integrity, and sustainability while investing in people and local growth." 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 (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 11 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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
Strong
Inbound links from other sites.
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, Coca-Cola Beverages Northeast has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Coca-Cola Beverages Northeast
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cokenortheast
Cite this score: Engagemii (2026). "AEO Score for Coca-Cola Beverages Northeast." Retrieved from https://engagemii.com/aeo/brands/cokenortheast
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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