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AI Visibility Scorecard

Leonardo, human-centered UXer

Leonardo, human-centered UXer

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ldavidwrites.com · Food & Beverage

Somewhat visible. AI bots can read Leonardo, human-centered UXer, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#257,955 of 1,698,076 in Food & Beverage for AI visibility

5.4

/10

AEO Score

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About Leonardo, human-centered UXer

from our crawl and measurement

Leonardo, human-centered UXer is a business whose own site puts it this way: "<p>Portfolio site for the work of Leonard David Raymundo, creative copywriter, advertising concepts, and brand consultant. </p><p> </p>." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data and partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, 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. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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). There is not much on the page to read either, about 44 words. It does link out to several social profiles, which helps engines tie the brand together.

Industry · Food & Beverage
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

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 5.4/10, Leonardo, human-centered UXer has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Leonardo, human-centered UXer: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ldavidwrites

Cite this score: Engagemii (2026). "AEO Score for Leonardo, human-centered UXer." Retrieved from https://engagemii.com/aeo/brands/ldavidwrites

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

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