AI Visibility Scorecard
Phil McKinney — Innovation Decision Expert
beyondtheobvious.com · Media & Entertainment
Somewhat visible. AI bots can read Phil McKinney — Innovation Decision Expert, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Meta AI · Apple Intelligence
#222,351 of 1,965,818 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Phil McKinney — Innovation Decision Expert
from our crawl and measurement
"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." That is how Phil McKinney Innovation Decision Expert introduces itself. Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Article) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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
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 5.7/10, Phil McKinney — Innovation Decision Expert has a working base to build on - 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
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/beyondtheobvious
Cite this score: Engagemii (2026). "AEO Score for Phil McKinney — Innovation Decision Expert." Retrieved from https://engagemii.com/aeo/brands/beyondtheobvious
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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