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AI Visibility Scorecard

NCASEF

NCASEF

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ncasef.com · retail

Somewhat visible. AI bots can read NCASEF, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#330,783 of 1,864,791 in Media & Entertainment for AI visibility

5.7

/10

AEO Score

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About NCASEF

from our crawl and measurement

"The National Coalition of Associations of 7-Eleven Franchisees (NCASEF) is an independent trade association for 7-Eleven franchisees nationwide." That is how Home introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1973.

Industry · retail
Last scored · Aug 1, 2026
Employees · 5001-10000
Founded · 1973

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

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

9

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

1

Press and news coverage.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 5.7/10, NCASEF has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for NCASEF

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for NCASEF: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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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/ncasef

Cite this score: Engagemii (2026). "AEO Score for NCASEF." Retrieved from https://engagemii.com/aeo/brands/ncasef

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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