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Scottish Credit and Qualifications Framework
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. Two-thirds of websites are invisible to them. Scottish Credit and Qualifications Framework just got measured.
5/10 means Scottish Credit and Qualifications Framework is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Scottish Credit and Qualifications Framework
Find out about qualifications in Scotland, discover your SCQF level, and learn how we can support your learning journey or career path.
Key Topics
Details
Category: Education
scqf.org.ukAI Visibility Breakdown
2
Structured Data
6
Content Structure
7
Entity Clarity
5
E-E-A-T Signals
7
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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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 June 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scqf-org-uk
Cite this score: Engagemii (2026). "AEO Score for Scottish Credit and Qualifications Framework." Retrieved from https://engagemii.com/aeo/brands/scqf-org-uk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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