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AI Visibility Scorecard

Englund Lab

Englund Lab

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englundlab.com · Food & Beverage

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

AI engines read this profile 2 times

Claude · Apple Intelligence

#300,562 of 1,348,150 in Food & Beverage for AI visibility

5.1

/10

AEO Score

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About Englund Lab

from our crawl and measurement

"Englund lab investigates how composition and dynamics of extracellular matrix are regulated in epithelial tissue development and tumorigenesis." That is how Englund Lab of Helsinki, Uusimaa introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and partial sitemap and link coverage. What holds it back is 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. 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 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). There is not much on the page to read either, about 51 words. It does link out to several social profiles, which helps engines tie the brand together.

Industry · Food & Beverage
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

4

Clear headings and answer-style content.

Entity Clarity

9

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

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

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 5.1/10, Englund Lab has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Englund Lab

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Weekly ChatGPT & Claude citation tracking

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Picked for Englund Lab: 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/englundlab

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

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

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