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Marshall Columbia
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. Marshall Columbia just got measured.
4/10 means Marshall Columbia 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 Marshall Columbia
Based in Brooklyn, Marshall Columbia creates a sanctuary for those who use clothing as an extension of their playful spirits. Drawing inspiration from his early childhood by referencing his love for arts and crafts and obsession with bright colors, he takes a novel yet nostalgic approach to creative self-expression.
Details
Industry: E-commerce
marshallcolumbia.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
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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The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on July 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marshallcolumbia
Cite this score: Engagemii (2026). "AEO Score for Marshall Columbia." Retrieved from https://engagemii.com/aeo/brands/marshallcolumbia
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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