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AI Visibility Scorecard
fossanalytics.com · Technology
Borderline visible. AI bots can crawl FOSS analytical solutions for food quality improvement and control, 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
#998,200 of 2,623,115 in Technology for AI visibility
4.8
/10
AEO Score
from our crawl and measurement
"Helping food and agricultural producers optimise efficiency, quality and profitability with best-in-class automated and connected solutions. We call it SmartAnalytics." That is how FOSS analytical solutions for food quality improvement and control of Hilleroed introduces itself. When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
On the page it is passable on a workable page structure, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, almost no other sites link to it, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
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
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
2
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
1
Forum and community discussion.
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 4.8/10, FOSS analytical solutions for food quality improvement and control is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for FOSS analytical solutions for food quality improvement and control
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Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fossanalytics
Cite this score: Engagemii (2026). "AEO Score for FOSS analytical solutions for food quality improvement and control." Retrieved from https://engagemii.com/aeo/brands/fossanalytics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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