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AI Visibility Scorecard
Open Source with Christopher Lydon
radioopensource.org · Sports & Recreation
Somewhat visible. AI bots can read Open Source with Christopher Lydon, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#1,229 of 229,849 in Sports & Recreation for AI visibility
6.7
/10
AEO Score
About Open Source with Christopher Lydon
from our crawl and measurement
Open Source with Christopher Lydon is a business whose own site puts it this way: "Christopher Lydon in conversation on arts, ideas and politics." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
4
Forum and community discussion.
5
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 6.7/10, Open Source with Christopher Lydon has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Open Source with Christopher Lydon
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Athletes Know What They Want. They Just Can't Find a Brand That Listens.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/radioopensource-org
Cite this score: Engagemii (2026). "AEO Score for Open Source with Christopher Lydon." Retrieved from https://engagemii.com/aeo/brands/radioopensource-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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