AI Visibility Scorecard
Common Dreams
commondreams.org · Nonprofits
Well-positioned for AI search. The breakdown below shows where Common Dreams is still leaving points on the table.
AI engines read this profile 9.6K times
Meta AI · ChatGPT · Perplexity · Claude
#3 of 827,220 in Nonprofits for AI visibility
100
8
AEO Visibility
iVisible · 7.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Common Dreams
from our crawl and measurement
"Common Dreams has been providing breaking news & views for the progressive community since 1997. We are independent, non-profit, advertising-free and 100% reader supported." That is how Common Dreams of Portland, Maine introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 23 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
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 7.7/10, Common Dreams has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Common Dreams
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commondreams-org
Cite this score: Engagemii (2026). "AEO Score for Common Dreams." Retrieved from https://engagemii.com/aeo/brands/commondreams-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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