AI Visibility Scorecard
Phil McKinney — Innovation Decision Expert
techtrendtraining.com · Media & Entertainment
Borderline visible. AI bots can crawl Phil McKinney — Innovation Decision Expert, 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 · ChatGPT
#866,051 of 1,965,689 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Phil McKinney — Innovation Decision Expert
from our crawl and measurement
Phil McKinney Innovation Decision Expert is a business whose own site puts it this way: "Learn innovation decision making from former HP CTO & CableLabs CEO Phil McKinney. 40 years of breakthrough choices, billion-dollar decisions, and frameworks that work under uncertainty." When AI engines look at it, they find little to work with. It scores 4.7 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.
It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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 4.7/10, Phil McKinney — Innovation Decision Expert is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Tell a Good Decision From a Lucky One?
An excellent decision and a lucky one leave the same evidence: a win. Tell them apart and you stop crediting luck as judgment. That's counterfactual thinking 24 Jun 2026
How to Improve Your Weak Signal Judgment?
Noticing a trend is easy and almost worthless. Predicting which one reshapes a market, and acting early, is where innovation pays. 10 Jun 2026
How to Improve Your Second-Order Thinking Skills?
The most expensive failures don't announce themselves. They start as weak signals somebody noticed once and explained away. Second-order thinking is how you stop being that somebody. 9 Jun 2026
How to Improve Your Inversion Thinking Skills?
Most innovation tools teach you how to win. Inversion thinking teaches you how to lose on purpose, so you catch the failure while you can still change course. 27 May 2026
How to Improve Your First Principles Thinking Skills?
First principles thinking is the most talked-about skill in innovation. It's also the most misunderstood. Here's what it actually looks like.
Is this your brand?
The exact fixes for Phil McKinney — Innovation Decision Expert
Which AI engines already crawl you
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/techtrendtraining
Cite this score: Engagemii (2026). "AEO Score for Phil McKinney — Innovation Decision Expert." Retrieved from https://engagemii.com/aeo/brands/techtrendtraining
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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