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AI Visibility Scorecard

Hi, I'm Brian 👋

Name: Hi, I'm Brian 👋 - AI Visibility Score
Creator: Engagemii
Published: 2026-08-10T04:32:33.902Z
License: https://creativecommons.org/licenses/by/4.0/

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brianlinklater.com · Technology

Borderline visible. AI bots can crawl Hi, I'm Brian 👋, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#1,933,292 of 2,616,081 in Technology for AI visibility

3.8

/10

AEO Score

About Hi, I'm Brian 👋

from our crawl and measurement

"Product Manager● Owned large-scale, complex software delivery product management operations and go-to-market strategy for Spark Equation’s client base." That is how Hi, I'm Brian 👋 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Technology

Last scored · Aug 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

No inbound links found yet.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

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 3.8/10, Hi, I'm Brian 👋 is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

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The exact fixes for Hi, I'm Brian 👋

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Which AI engines already crawl you

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Weekly ChatGPT & Claude citation tracking

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Hi, I'm Brian 👋: Tech & Electronics

Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?

Tech buyers are the most research-intensive shoppers on the internet.

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Hi, I'm Brian 👋." Retrieved from https://engagemii.com/aeo/brands/brianlinklater

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