AI Visibility Scorecard
Green Frog Chocolate
greenfrogchocolate.com · Other
Borderline visible. AI bots can crawl Green Frog Chocolate, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
5
AEO Visibility
iBorderline · 4.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Green Frog Chocolate
from our crawl and measurement
Green Frog Chocolate describes itself simply: "Handcrafted artisan chocolates made in Newcastle upon Tyne. Discover colourful, elegant bonbons crafted with care in the heart of North East England." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 4.6/10, Green Frog Chocolate is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Green Frog Chocolate?
Green Frog Chocolate was born from a love of fine cocoa and a desire to bring something extraordinary to everyday moments. From our kitchen in Newcastle Upon Tyne, we handcraft each piece with care, creativity, and the highest quality ingredients.We craft small-batch chocolates with ethically sourced cocoa, unique flavors, and a touch of artistry. Every piece tells a story.
Is this your brand?
The exact fixes for Green Frog Chocolate
Which AI engines already crawl you
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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 September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/greenfrogchocolate
Cite this score: Engagemii (2026). "AEO Score for Green Frog Chocolate." Retrieved from https://engagemii.com/aeo/brands/greenfrogchocolate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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