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4-D ENGINEERING, LLC
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#191,977 of 684,721 in Home & Living 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-D ENGINEERING, LLC just got measured.
5/10 means 4-D ENGINEERING, LLC 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 4-D ENGINEERING, LLC
4-D Engineering LLC of Polk County, FL is a team of skilled engineers and designers who are ready to help you make your dream project a reality. We have successfully completed many projects, such as m
Details
AI Visibility Breakdown
2
Structured Data
5
Content Structure
6
Entity Clarity
4
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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Source & Attribution
Scored by Engagemii on June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/4-dengineering
Cite this score: Engagemii (2026). "AEO Score for 4-D ENGINEERING, LLC." Retrieved from https://engagemii.com/aeo/brands/4-dengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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