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AI Visibility Scorecard

NCASS (The Nationwide Caterers Association)

NCASS (The Nationwide Caterers Association)

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ncass.com · Membership Organizations

Borderline visible. AI bots can crawl NCASS (The Nationwide Caterers Association), 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 2 times

Claude · Apple Intelligence

#42,696 of 82,274 in Membership Organizations for AI visibility

4.7

/10

AEO Score

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About NCASS (The Nationwide Caterers Association)

from our crawl and measurement

NCASS describes itself simply: "The membership association founded by & created for independent caterers. NCASS has the systems & services you need at each step of your business journey." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.

On the page itself the strengths are clear: a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and basic crawler access.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, 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.

Industry · Membership Organizations
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

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

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.7/10, NCASS (The Nationwide Caterers Association) is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for NCASS (The Nationwide Caterers Association)

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Picked for NCASS (The Nationwide Caterers Association): 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/ncass

Cite this score: Engagemii (2026). "AEO Score for NCASS (The Nationwide Caterers Association)." Retrieved from https://engagemii.com/aeo/brands/ncass

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

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