AI Visibility Scorecard
FRED | ROED
fredroed.com · Media & Entertainment
At 2.5/10, FRED | ROED 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.
AI engines read this profile 3 times
Claude · Apple Intelligence
#1,031,153 of 1,966,375 in Media & Entertainment for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 50% of Media & Entertainment companies
3
AEO Visibility
iNear-invisible · 2.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About FRED | ROED
from our crawl and measurement
FRED describes itself simply: "<p>Fred Roed. Entrepreneur. Writer. Speaker. </p>." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 2.5/10, FRED | ROED is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Sep 10 How Hard Can It Be?
Fred Roed 5 Work We have seen some lives too many lives torn apart by the relentless grind of starting, scaling and (perhaps) selling their businesses. We cannot pretend that this journey is something that everyone should embark upon. At other times, it is most definitely worth it. Sep 3
Jul 5 What Are You The Best In The World At?
Fred Roed 11 Service During a break, I went to the food station. There was a nondescript gentleman standing alone next to the coffee stand. Load More Join My Community. I am the CEO of Heavy Chef, a learning platform for over 45,000 entrepreneurs.
Is this your brand?
The exact fixes for FRED | ROED
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for FRED | ROED.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fredroed
Cite this score: Engagemii (2026). "AEO Score for FRED | ROED." Retrieved from https://engagemii.com/aeo/brands/fredroed
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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