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AI Visibility Scorecard
trace-fish.com · Education
Borderline visible. AI bots can crawl Development and application of traceability tools for Irish shellfish and fish of economic and conservation concern (TRA, 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
#709,538 of 868,751 in Education for AI visibility
3.5
/10
AEO Score
from our crawl and measurement
"The project aims to advance and promote the Irish seafood industry by developing, testing and delivering functioning science-based traceability tools for a range of species of economic." That is how Development and application of traceability tools for Irish shellfish and fish of economic and conservation concern (TRACE-FISH) introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
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
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 3.5/10, Development and application of traceability tools for Irish shellfish and fish of economic and conservation concern (TRA is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Development and application of traceability tools for Irish shellfish and fish of economic and conservation concern (TRA
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/trace-fish
Cite this score: Engagemii (2026). "AEO Score for Development and application of traceability tools for Irish shellfish and fish of economic and conservation concern (TRA." Retrieved from https://engagemii.com/aeo/brands/trace-fish
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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