AI visibility score
4.2/ 10Fair

#860,028 of 2,705,505 in Technology

As of 2026-08-09 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

byronm.com

byronm.com

Unclaimed

byronm.com · Technology

Borderline visible. AI bots can crawl byronm.com, 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 6 times

Claude · Meta AI · Apple Intelligence

#860,028 of 2,705,505 in Technology for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 36% of Technology

4

AEO Visibility

i

Borderline · 4.2/10

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 byronm.com

from our crawl and measurement

"Home Archive About 15 Sep 2023 Thoughts on the iPhone 15 Pro I enjoyed watching Apple’s Wonderlust event and plan to upgrade from my current iPhone 14 Pro." That is how byronm.com introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

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

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 9, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Weak

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Fair

Forum and community discussion.

Social Mentions

Weak

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 4.2/10, byronm.com is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for byronm.com: 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 August 9, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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