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AI Visibility Scorecard

NCBW

NCBW

Unclaimed
⚠ Identity mismatch

northcountrybees.com · farming

Borderline visible. AI bots can crawl NCBW, 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 1 times

Claude

#114,073 of 143,217 in Beauty & Personal Care for AI visibility

3.4

/10

AEO Score

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About NCBW

from our crawl and measurement

NCBW describes itself simply: "Raw. Natural. Local. Hand-raised honey and hive products from along the iconic North Country Trail." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.

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

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). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2019.

Industry · farming
Last scored · Jul 31, 2026
Employees · 1-10
Founded · 2019

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

3

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 Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

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 3.4/10, NCBW is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for NCBW

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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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/northcountrybees

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

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

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