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AI Visibility Scorecard
cocatalog.loc.gov Β· Food & Beverage
At 2/10, U.S. Copyright Office Public Records System is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 2 times
Claude
#1,671,260 of 1,727,451 in Food & Beverage for AI visibility
2
/10
AEO Score
from our crawl and measurement
U.S. Copyright Office Public Records System is one of the businesses we track in the Food & Beverage space. As far as answer engines are concerned it may as well not exist yet: 2.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
Higher is better Β· 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
9
Press and news coverage.
Community
9
Forum and community discussion.
9
Reddit mentions and discussion.
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 2/10, U.S. Copyright Office Public Records System is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for U.S. Copyright Office Public Records System
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on May 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cocatalog-loc-gov
Cite this score: Engagemii (2026). "AEO Score for U.S. Copyright Office Public Records System." Retrieved from https://engagemii.com/aeo/brands/cocatalog-loc-gov
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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