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AI Visibility Scorecard
The Official PLOS Blog
theplosblog.plos.org · Nonprofits
Well-positioned for AI search. The breakdown below shows where The Official PLOS Blog is still leaving points on the table.
AI engines read this profile 4 times
ChatGPT · Meta AI · Claude
#1 of 624,296 in Nonprofits for AI visibility
8.2
/10
AEO Score
About The Official PLOS Blog
from our crawl and measurement
The Official PLOS Blog is a business whose own site puts it this way: "The Official PLOS Blog covers PLOS initiatives that address our core principles." Measured against the twelve signals AI engines rely on, it scores 8.2 out of 10, a strong showing.
On its own pages the site does well on a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is structured data describing the business and a heading structure that lays out what it offers.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT), Meta AI and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
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 Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
9
Press and news coverage.
Community
9
Forum and community discussion.
9
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 8.2/10, The Official PLOS Blog has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Official PLOS Blog
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theplosblog-plos-org
Cite this score: Engagemii (2026). "AEO Score for The Official PLOS Blog." Retrieved from https://engagemii.com/aeo/brands/theplosblog-plos-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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