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AI Visibility Scorecard
The Coca
coca-colacompany.com · food & beverages
Well-positioned for AI search. The breakdown below shows where The Coca is still leaving points on the table.
AI engines read this profile 4 times
Claude · ChatGPT Search · ChatGPT
#323 of 1,684,420 in Food & Beverage for AI visibility
7.3
/10
AEO Score
About The Coca
from our crawl and measurement
The Coca is a business whose own site puts it this way: "We are here to refresh the world and make a difference. Learn more about The Coca-Cola Company, our brands and our purpose." Measured against the twelve signals AI engines rely on, it scores 7.3 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 4 times in our tracking, including OAI-SearchBot (OpenAI), ClaudeBot (Anthropic) and GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1892.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
6
Forum and community discussion.
7
Reddit mentions and discussion.
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 7.3/10, The Coca has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Coca
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Coca.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coca-colacompany
Cite this score: Engagemii (2026). "AEO Score for The Coca." Retrieved from https://engagemii.com/aeo/brands/coca-colacompany
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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