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24

Needs Work

Total Scans

1

Average Score

24

Score Range

24

First Scanned

Oct 26, 2025

Executive Summary

(from latest scan)

SQEF is involved in quality and excellence in education, focusing on qualifications frameworks. Despite having a dedicated website, its AI visibility is limited by low market recognition, unclear brand understanding outside its website, restricted content coverage, and challenging brand sentiment assessment. Rivals with stronger technical optimization and clearer brand representation are favored in AI recommendations. These gaps make AI models less likely to recommend SQEF in its current state.

Brand Recognition20

How well AI models identify your brand

Brand Understanding30

How accurately AI describes your business

Content Coverage25

How thoroughly AI covers your offerings

Brand Sentiment15

How positively AI portrays your brand

Scan History

Oct 26, 2025
24
Needs WorkView Details

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