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AI Visibility Scorecard

Kyle Kohli's Portfolio

Kyle Kohli's Portfolio

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kylekohli.com · Education

Borderline visible. AI bots can crawl Kyle Kohli's Portfolio, 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 2 times

Apple Intelligence

#737,635 of 874,259 in Education for AI visibility

3.4

/10

AEO Score

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About Kyle Kohli's Portfolio

from our crawl and measurement

Kyle Kohli's Portfolio is a business whose own site puts it this way: "Being able to take a design and create it using a text document was not immediantly something that I wanted to pursue, but I quickly began to love web design alongside my peers during my." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.

On the page itself the strengths are clear: a clear heading structure. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, 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.

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

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

4

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

6

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 Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion 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, Kyle Kohli's Portfolio is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Kyle Kohli's Portfolio: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Kyle Kohli's Portfolio." Retrieved from https://engagemii.com/aeo/brands/kylekohli

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

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