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AI Visibility Scorecard

Hannah Yoo

Hannah Yoo

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brightfieldcreative.com · marketing and advertising

Borderline visible. AI bots can crawl Hannah Yoo, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,023,511 of 1,698,062 in Food & Beverage for AI visibility

4

/10

AEO Score

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About Hannah Yoo

from our crawl and measurement

Hannah Yoo is a business whose own site puts it this way: "Let’s schedule a laid-back 30 minute discovery call to make sure we’re a good fit and to kickstart our journey together." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

On its own pages the site does well on a clear heading structure. It is passable on some structured data, a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

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.

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

Industry · marketing and advertising
Last scored · Aug 1, 2026
Employees · 1-10

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

4

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 4/10, Hannah Yoo is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Hannah Yoo: 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/brightfieldcreative

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

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

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