AI Visibility Scorecard
pctfe
pctfe.org · Nonprofits
Borderline visible. AI bots can crawl pctfe, 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.
AI engines read this profile 5 times
Meta AI · Claude
#289,302 of 827,064 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About pctfe
from our crawl and measurement
"top of pagePCTFE WebsitePacific Center of Thermal-Fluids EngineeringSCOPE: Thermal-fluids engineering is a broad discipline that includes the science and technology of heat and mass." That is how pctfe introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
The site gets some of it right: it has crawler access and the files AI engines look for. What holds it back is what is absent, including a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business.
Away from its own site, other sites link to it. On the other hand AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4.9/10, pctfe is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for pctfe
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/pctfe-org
Cite this score: Engagemii (2026). "AEO Score for pctfe." Retrieved from https://engagemii.com/aeo/brands/pctfe-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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