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AI Visibility Scorecard
Hobo CodeLibsyn Podcast Page
hobocode.libsyn.com · Media & Entertainment
Somewhat visible. AI bots can read Hobo CodeLibsyn Podcast Page, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
ChatGPT · Apple Intelligence · Claude · Meta AI
#16,282 of 1,893,143 in Media & Entertainment for AI visibility
6.9
/10
AEO Score
About Hobo CodeLibsyn Podcast Page
from our crawl and measurement
Hobo CodeLibsyn Podcast Page describes itself simply: "Hop a freight train with two hobos, a little girl, and her best friend who lives in a coffee can." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
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 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
8
Press and news coverage.
Community
7
Forum and community discussion.
Social Mentions
9
Social discussion and mentions.
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 6.9/10, Hobo CodeLibsyn Podcast Page has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hobo CodeLibsyn Podcast Page
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hobocode-libsyn
Cite this score: Engagemii (2026). "AEO Score for Hobo CodeLibsyn Podcast Page." Retrieved from https://engagemii.com/aeo/brands/hobocode-libsyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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