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AI Visibility Scorecard
crosscut.com · online media
Somewhat visible. AI bots can read Cascade PBS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#14,646 of 1,839,685 in Media & Entertainment for AI visibility
6.9
/10
AEO Score
from our crawl and measurement
Cascade PBS, based in Seattle, WA, describes itself simply: "Jaelynn Grisso Jul 24, 2026 Sponsorship Newsletters Sign up to get stories informed by facts and analysis from the Pacific Northwest’s reader-supported, independent news site." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business and people discuss it in places AI engines read. There is some, but not much, sign that press coverage is thin and it barely surfaces on Reddit.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2007.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
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
1
Press and news coverage.
Community
8
Forum and community discussion.
1
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 6.9/10, Cascade PBS has a working base to build on - fixable, and the signals above are where to start.
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crosscut
Cite this score: Engagemii (2026). "AEO Score for Cascade PBS." Retrieved from https://engagemii.com/aeo/brands/crosscut
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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