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Vingaged
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#145,543 of 251,486 in E-commerce 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. Vingaged just got measured.
4/10 means Vingaged 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.
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Key Topics
Details
Industry: E-commerce
knucklebusterwines.comAI Visibility Breakdown
2
Structured Data
3
Content Structure
5
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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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 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knucklebusterwines
Cite this score: Engagemii (2026). "AEO Score for Vingaged." Retrieved from https://engagemii.com/aeo/brands/knucklebusterwines
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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