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Kontrast4D
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#229,701 of 393,445 in Health & Wellness 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. Kontrast4D just got measured.
4/10 means Kontrast4D 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 Kontrast4D
Salem, MA precision CNC machine shop. ITAR-registered. 5-axis Hermle + Mitutoyo CMM in a temperature-controlled facility. Aerospace, defense, semiconductor.
Details
AI Visibility Breakdown
6
Structured Data
5
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
7
Technical AEO
3
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 July 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kontrast4d
Cite this score: Engagemii (2026). "AEO Score for Kontrast4D." Retrieved from https://engagemii.com/aeo/brands/kontrast4d
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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