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AI Visibility Scorecard
Co-op Sauce
coopsauce.com · E-commerce
Somewhat visible. AI bots can read Co-op Sauce, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#72,278 of 614,070 in E-commerce for AI visibility
5.8
/10
AEO Score
About Co-op Sauce
from our crawl and measurement
Co-op Sauce describes itself simply: "<p>Co-op Sauce works with Midwestern farmers to produce wildly fermented goodies while raising money for youth arts and entrepreneurship programs in Chicago.</p>." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
1
Reddit mentions and discussion.
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. Roughly two-thirds of sites are invisible to them. At 5.8/10, Co-op Sauce has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Co-op Sauce
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coopsauce
Cite this score: Engagemii (2026). "AEO Score for Co-op Sauce." Retrieved from https://engagemii.com/aeo/brands/coopsauce
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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