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AI Visibility Scorecard
cusjc.ca · Media & Entertainment
Borderline visible. AI bots can crawl Political Perspectives, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#913,949 of 1,883,011 in Media & Entertainment for AI visibility
4.7
/10
AEO Score
from our crawl and measurement
Political Perspectives is a business whose own site puts it this way: "Home Election 2011 Political Strategy Media Commentary Election 2008 About Political Perspectives is produced by the students and faculty of Carleton University's School of Journalism and." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
On the page it is passable on a workable page structure and partial sitemap and link coverage. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and credibility markers like credentials or reviews.
Off the page, it turns up in press coverage. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
5
Press and news coverage.
Community
1
Forum and community discussion.
0
No Reddit mentions found yet.
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 4.7/10, Political Perspectives is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Political Perspectives
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cusjc-ca
Cite this score: Engagemii (2026). "AEO Score for Political Perspectives." Retrieved from https://engagemii.com/aeo/brands/cusjc-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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