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AI Visibility Scorecard
libro
libro.fm · retail
Well-positioned for AI search. The breakdown below shows where libro is still leaving points on the table.
AI engines read this profile 4 times
Claude · Meta AI
#223 of 1,690,719 in Food & Beverage for AI visibility
7.6
/10
AEO Score
About libro
from our crawl and measurement
"Libro.fm makes it possible for you to buy audiobooks directly through local bookstores." That is how libro introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.6 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI. It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2013.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
6
Forum and community discussion.
8
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 7.6/10, libro has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for libro
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for libro.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/libro-fm
Cite this score: Engagemii (2026). "AEO Score for libro." Retrieved from https://engagemii.com/aeo/brands/libro-fm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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