AI Visibility Scorecard
fruitionchocolateworks.com · E-commerce
Somewhat visible. AI bots can read Fruition Chocolate, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Claude · ChatGPT · Meta AI · ShapBot
#4,621 of 738,944 in E-commerce for AI visibility
73
6
AEO Visibility
iBorderline · 5.5/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Fruition Chocolate describes itself simply: "An international award-winner, Fruition Chocolate Works specializes in single origin, bean to bar chocolate. Shop online or in our Shokan, New York store." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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
Fair
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 5.5/10, Fruition Chocolate has a working base to build on - fixable, and the signals above are where to start.
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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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Fruition Chocolate lists 60 products, 57 in stock, priced 0.98 to 160.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fruitionchocolateworks
Cite this score: Engagemii (2026). "AEO Score for Fruition Chocolate." Retrieved from https://engagemii.com/aeo/brands/fruitionchocolateworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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