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AI Visibility Scorecard

Calder McHugh

Calder McHugh

Unclaimed

caldermchugh.com · Media & Entertainment

At 1.9/10, Calder McHugh is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,833,133 of 1,891,164 in Media & Entertainment for AI visibility

1.9

/10

AEO Score

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About Calder McHugh

from our crawl and measurement

Calder McHugh is a business whose own site puts it this way: "I’ve also written for VICE, the Observer, NBC News, HellGate, Yahoo Finance, and PBS’ FRONTLINE, among other places." As far as answer engines are concerned it may as well not exist yet: 1.9 out of 10.

Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

Industry · Media & Entertainment
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

1

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

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 1.9/10, Calder McHugh is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Calder McHugh

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Calder McHugh: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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