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AI Visibility Scorecard

Birds Eye Works

Birds Eye Works

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birdseyeworks.com · graphic design

At 2.7/10, Birds Eye Works is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#1,548,718 of 1,712,910 in Food & Beverage for AI visibility

2.7

/10

AEO Score

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About Birds Eye Works

from our crawl and measurement

Birds Eye Works is a business whose own site puts it this way: "Calumet Harbor lighthouse on the east side of Lake Winnebago." As far as answer engines are concerned it may as well not exist yet: 2.7 out of 10.

On the page it is passable on a workable page structure and a partly stated business identity. What holds it back is structured data describing the business, the technical files AI engines look for, such as llms.txt or an open robots.txt, 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. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 114 words. It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2017.

Industry · graphic design
Last scored · Aug 1, 2026
Employees · 1-10
Founded · 2017

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

6

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

4

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 2.7/10, Birds Eye Works is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Birds Eye Works

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Birds Eye Works: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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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/birdseyeworks

Cite this score: Engagemii (2026). "AEO Score for Birds Eye Works." Retrieved from https://engagemii.com/aeo/brands/birdseyeworks

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

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