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Manuscript Coffee
AEO Score: 6/10
Monitoring for AI engine activity
In the Engagemii AEO index
#25,213 of 252,759 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. Manuscript Coffee just got measured.
6/10 means Manuscript Coffee is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Manuscript Coffee
Manuscript Coffee is a collective of passionate coffee lovers from Laurel, Mississippi. We're committed to sourcing and roasting amazing specialty coffees, telling the story of those growing it and sharing with folks that are writing stories of their own.
Key Topics
Details
AI Visibility Breakdown
4
Structured Data
5
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
8
Technical AEO
7
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 June 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/manuscriptcoffee
Cite this score: Engagemii (2026). "AEO Score for Manuscript Coffee." Retrieved from https://engagemii.com/aeo/brands/manuscriptcoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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