AI Visibility Scorecard
grp-guide.com · Other
Borderline visible. AI bots can crawl grp-guide.com, 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.
AI engines read this profile 1 times
Claude
5
AEO Visibility
iBorderline · 4.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
grp-guide.com is a business whose own site puts it this way: "The guide supports research partners to develop ethically sound, efficient and effective partnerships." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 4.5/10, grp-guide.com is crawlable but under-signaled - fixable, and the signals above are where to start.
What are global research partnerships?
Global research partnerships are collaborations across geographical and academic boundaries that build bridges for advancing knowledge and sustainable development.Global North - Global South
Why do we need global research partnerships?
Global research partnerships enhance the quality and impact of sciences in a globally connected and rapidly transforming world.
Why do we need this guide?
This guide supports research partners in developing effective, equitable, and impactful partnerships. It presents six principles specifically designed to enhance collaboration across different contexts. It also stimulates reflection on how to address a range of challenges when working in such research partnerships.
How do we use the guide?
The guide provides a flexible framework for orientation. It contains elements that can be applied and adapted according to the specific context and form of collaboration. All principles are interconnected and can be addressed in any order.
Is this your brand?
The exact fixes for grp-guide.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grp-guide
Cite this score: Engagemii (2026). "AEO Score for grp-guide.com." Retrieved from https://engagemii.com/aeo/brands/grp-guide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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