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Fred's Feed & Supply LLC
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#95,343 of 166,917 in Pet Care 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. Fred's Feed & Supply LLC just got measured.
4/10 means Fred's Feed & Supply LLC 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 Fred's Feed & Supply LLC
Fred's Feed & Supply LLC has been a trusted resource for hardware and home essentials in West Liberty, IA, since 1966. Proudly serving West Liberty, Muscatine, Nichols, and surrounding communities, we offer a comprehensive selection of products and services, including hardware, paint, propane, lawn and garden supplies, large animal feed, and pet food. As a family-owned business for over 50 years, we go beyond the basics with services like window screen repair, lawn mower blade sharpening, and Interstate Battery sales. Planning a move? We make it easy with U-Haul truck rentals. Whether you’re
Details
Industry: Pet Care
fredsfeed.comAI Visibility Breakdown
2
Structured Data
5
Content Structure
7
Entity Clarity
3
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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Source & Attribution
Scored by Engagemii on July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fredsfeed
Cite this score: Engagemii (2026). "AEO Score for Fred's Feed & Supply LLC." Retrieved from https://engagemii.com/aeo/brands/fredsfeed
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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