AI Visibility Scorecard
Karl Robb | A Soft Voice in a Noisy World
chmodern.com · Media & Entertainment
Borderline visible. AI bots can crawl Karl Robb | A Soft Voice in a Noisy World, 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 2 times
Claude · Perplexity
#389,193 of 1,966,198 in Media & Entertainment for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Media & Entertainment average 17
Top 50% of Media & Entertainment
See what's behind this score →4.1
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Media & Entertainment average 15
See what's behind this score →0
About Karl Robb | A Soft Voice in a Noisy World
from our crawl and measurement
Karl Robb works in Media & Entertainment. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Karl Robb | A Soft Voice in a Noisy World
- Website ·
- chmodern.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
Weak
No community discussion yet.
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 read your site and name it in answers. At 4.1/10, Karl Robb | A Soft Voice in a Noisy World is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Do you know about TSA Cares?
May 11, 2026 Karl Robb Travelling to Phoenix for the 2026 World Parkinson Congress, there is assistance available from the TSA Cares.
Is this your brand?
The exact fixes for Karl Robb | A Soft Voice in a Noisy World
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chmodern
Cite this score: Engagemii (2026). "AEO Score for Karl Robb | A Soft Voice in a Noisy World." Retrieved from https://engagemii.com/aeo/brands/chmodern
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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