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AI Visibility Scorecard

aphwilliams

aphwilliams

Unclaimed

aphwilliams.com · Media & Entertainment

Borderline visible. AI bots can crawl aphwilliams, 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

#1,252,291 of 1,943,084 in Media & Entertainment for AI visibility

4

AEO Visibility

i

Borderline · 4.1/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

4

AI Adoption

i

Basic · 4/100

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About aphwilliams

from our crawl and measurement

Aaron Williams APHW OS describes itself simply: "The personal website of Aaron Williams: product owner, founder, and builder of small internet things." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

Our crawl found structured data on the page (Person), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Media & Entertainment
Last scored · Sep 18, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

7

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 4.1/10, aphwilliams is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for aphwilliams: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for aphwilliams.

Source & Attribution

Scored by Engagemii on September 18, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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