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AI Visibility Scorecard
Victoria Co-operative Fisheries
vcfish.com · E-commerce
Somewhat visible. AI bots can read Victoria Co-operative Fisheries, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#178,937 of 728,682 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Victoria Co-operative Fisheries
from our crawl and measurement
Cape Breton Seafood Supplier, based in Neil's Harbour, NS, describes itself simply: "Harvester-owned Cape Breton seafood co-operative since 1955, MSC snow crab, wild lobster, Jonah crab and halibut from Neil's Harbour, Nova Scotia." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, Cooperative, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, Victoria Co-operative Fisheries has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Victoria Co-operative Fisheries
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vcfish
Cite this score: Engagemii (2026). "AEO Score for Victoria Co-operative Fisheries." Retrieved from https://engagemii.com/aeo/brands/vcfish
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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