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AI Visibility Scorecard

Zack Hobson

Zack Hobson

Unclaimed

zackhobson.com · Other

Borderline visible. AI bots can crawl Zack Hobson, 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 3 times

Claude · Apple Intelligence · Meta AI

5

AEO Visibility

i

Borderline · 4.5/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Zack Hobson

from zackhobson.com

Embedding Mastodon posts with a web native component Sunday September 3, 2023 A simple search component without external tooling Thursday August 31, 2023 The last three years Wednesday June 21, 2023 Become an internet DJ using pulseaudio Tuesday May 26, 2020 SSL and Ruby, part 2 Monday February 10, 2014 SSL and Ruby Thursday January 23, 2014 © 2009-2025 Zack Hobson Subscribe or read more.

Industry · Other
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

4

Clear headings and answer-style content.

Entity Clarity

3

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

0

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

AI Discoverability

1

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 Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

2

Forum and community discussion.

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 4.5/10, Zack Hobson is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Zack Hobson: 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/zackhobson

Cite this score: Engagemii (2026). "AEO Score for Zack Hobson." Retrieved from https://engagemii.com/aeo/brands/zackhobson

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

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