AI Visibility Scorecard
Coca-Cola.com
ccnag.com · Education
Borderline visible. AI bots can crawl Coca-Cola.com, 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
#368,926 of 937,770 in Education for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Education average 14
Top 20% of Education
See what's behind this score →4
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →0
0
About Coca-Cola.com
from our crawl and measurement
Explore the Coca‑Cola® Official Site describes itself simply: "Experience the official Coca‑Cola® site to find your favorite drink and discover new products, promos & offers, and more. Shop all Coca-Cola sodas here." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- Coca-Cola.com
- Website ·
- ccnag.com
- Industry ·
- Education
- Location ·
- Natlanta, GA
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 15, 2026
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 read your site and name it in answers. At 4/10, Coca-Cola.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coca-Cola.com
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ccnag
Cite this score: Engagemii (2026). "AEO Score for Coca-Cola.com." Retrieved from https://engagemii.com/aeo/brands/ccnag
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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