AI Visibility Scorecard
Tony's Open Chain exists to end exploitation in cocoa, together
tonysopenchain.com · Finance & Insurance
Somewhat visible. AI bots can read Tony's Open Chain exists to end exploitation in cocoa, together, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 16 times
Perplexity · Claude · Meta AI · ChatGPT
#1,202 of 791,783 in Finance & Insurance for AI visibility
90
AI Naming Predictability
iAI names companies like this often · 90/100
Finance & Insurance average 12
Top 1% of Finance & Insurance
See what's behind this score →6
-
Network Authority
iNot connected yet
Finance & Insurance average 0.0
0 relationships · Finance & Insurance average 1
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Finance & Insurance average 16
See what's behind this score →0
About Tony's Open Chain exists to end exploitation in cocoa, together
from our crawl and measurement
"Tony’s Open Chain is an industry initiative launched by Tony’s Chocolonely in 2019 to end exploitation in cocoa. Together with committed partners, they change the norm in the cocoa industry." That is how Tony's Open Chain exists to end exploitation in cocoa, together introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, nobody is discussing it where AI engines look and it does not come up on Reddit.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Tony's Open Chain exists to end exploitation in cocoa, together
- Website ·
- tonysopenchain.com
- Industry ·
- Finance & Insurance
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 7, 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
Weak
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
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 6.1/10, Tony's Open Chain exists to end exploitation in cocoa, together has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tony's Open Chain exists to end exploitation in cocoa, together
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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 August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tonysopenchain
Cite this score: Engagemii (2026). "AEO Score for Tony's Open Chain exists to end exploitation in cocoa, together." Retrieved from https://engagemii.com/aeo/brands/tonysopenchain
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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