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AI Visibility Scorecard
National Retail Federation
nrf.com · Membership Organizations
Well-positioned for AI search. The breakdown below shows where National Retail Federation is still leaving points on the table.
AI engines read this profile 11 times
Claude · ChatGPT · Meta AI · ChatGPT Search
#33 of 84,323 in Membership Organizations for AI visibility
7
AEO Visibility
iVisible · 7.3/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About National Retail Federation
from our crawl and measurement
"The National Retail Federation is the world’s largest retail trade association." That is how National Retail Federation of Washington, DC introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.3 out of 10.
Our crawl found structured data on the page (Organization, BreadcrumbList), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 8 times in our tracking, including OAI-SearchBot (OpenAI), ClaudeBot (Anthropic) and PerplexityBot.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
6
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
9
Press and news coverage.
Community
5
Forum and community discussion.
Social Mentions
7
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 7.3/10, National Retail Federation has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for National Retail Federation
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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/nrf
Cite this score: Engagemii (2026). "AEO Score for National Retail Federation." Retrieved from https://engagemii.com/aeo/brands/nrf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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