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4 Fragments
AEO Score: 3/10
Monitoring for AI engine activity
In the Engagemii AEO index
#2,602,986 of 3,090,716 in Technology for AI visibility
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. 4 Fragments just got measured.
3/10 means 4 Fragments is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About 4 Fragments
Case Study Contact Capable enough to deliver, compassionate enough to care Elevate your online presence with cutting-edge, user-centric website development.
Details
Industry: Technology
4fragments.comAI Visibility Breakdown
1
Structured Data
3
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
5
Technical AEO
2
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/4fragments
Cite this score: Engagemii (2026). "AEO Score for 4 Fragments." Retrieved from https://engagemii.com/aeo/brands/4fragments
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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