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AI Visibility Scorecard
OPEN SCIENCE PUBLISHERS LLP
openscipub.com · Food & Beverage
Borderline visible. AI bots can crawl OPEN SCIENCE PUBLISHERS LLP, 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
#1,347,920 of 1,711,279 in Food & Beverage for AI visibility
3.3
/10
AEO Score
About OPEN SCIENCE PUBLISHERS LLP
from our crawl and measurement
OPEN SCIENCE PUBLISHERS LLP works in Food & Beverage. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
On the page itself the strengths are clear: visible credibility markers and sitemaps and entity links AI can follow. It is passable on a workable page structure. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
3
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
4
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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.
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 3.3/10, OPEN SCIENCE PUBLISHERS LLP is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OPEN SCIENCE PUBLISHERS LLP
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for OPEN SCIENCE PUBLISHERS LLP.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/openscipub
Cite this score: Engagemii (2026). "AEO Score for OPEN SCIENCE PUBLISHERS LLP." Retrieved from https://engagemii.com/aeo/brands/openscipub
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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