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Light Years Fermentation
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. Light Years Fermentation just got measured.
4/10 means Light Years Fermentation 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 Light Years Fermentation
Light Years Fermentation is a independently owned craft brewery and pizza shop in Endicott, NY serving house brewed beer, wild cider, kombucha, pizza, chicken cutlet sandwiches, and seasonal specials. Our focus is on wild fermented beverages, quality ingredients, and creating a welcoming community gathering space in the Southern Tier.
Details
Industry: Food & Beverage
lightyearsfermentation.comAI Visibility Breakdown
1
Structured Data
4
Content Structure
6
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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Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on July 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightyearsfermentation
Cite this score: Engagemii (2026). "AEO Score for Light Years Fermentation." Retrieved from https://engagemii.com/aeo/brands/lightyearsfermentation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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