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AI Visibility Scorecard
The American Prospect
prospect.org · Nonprofits
Well-positioned for AI search. The breakdown below shows where The American Prospect is still leaving points on the table.
AI engines read this profile 34 times
ChatGPT · Meta AI · Claude · Perplexity
#1 of 771,893 in Nonprofits for AI visibility
8.2
/10
AEO Score
About The American Prospect
from our crawl and measurement
The American Prospect describes itself simply: "News and analysis of America's politics and government from a progressive, independent, non-profit and reader-funded news organization." Measured against the twelve signals AI engines rely on, it scores 8.2 out of 10, a strong showing.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 19 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
9
Press and news coverage.
Community
9
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 8.2/10, The American Prospect 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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prospect-org
Cite this score: Engagemii (2026). "AEO Score for The American Prospect." Retrieved from https://engagemii.com/aeo/brands/prospect-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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