AI Visibility Scorecard
National Fenestration Rating Council
nfrc.org · Technology
Somewhat visible. AI bots can read National Fenestration Rating Council, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI
#100,106 of 2,705,506 in Technology for AI visibility
72
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About National Fenestration Rating Council
from our crawl and measurement
National Fenestration Rating Council describes itself simply: "NFRC is the leader in energy performance information, and certified ratings for windows, doors, skylights, and commercial facades." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
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 5.4/10, National Fenestration Rating Council has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What does the NFRC label tell you?
The NFRC label helps you compare between energy-efficient windows, doors, and skylights by providing you with energy performance ratings in multiple categories. Window LabelDoor Label U-Factor U-Factor measures how well a product keeps heat from escaping a room. The lower the number, the better it is at keeping heat in.
Is this your brand?
The exact fixes for National Fenestration Rating Council
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nfrc-org
Cite this score: Engagemii (2026). "AEO Score for National Fenestration Rating Council." Retrieved from https://engagemii.com/aeo/brands/nfrc-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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