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AI Visibility Scorecard
Kent Langley
kentlangley.com · Education
Borderline visible. AI bots can crawl Kent Langley, 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 1 times
Claude
#523,802 of 892,440 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
5
AI Adoption
iBasic · 5/100
About Kent Langley
from our crawl and measurement
Kent Langley describes itself simply: "Silicon Valley entrepreneur and technologist specializing in AI strategy, exponential technologies, and helping founder-led companies scale through the Founder Scaled 2026 program." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Under the hood there is crawler access and the files AI engines look for, but the score is capped by what is missing: a heading structure that lays out what it offers, credibility markers like credentials or reviews, structured data describing the business.
AI crawlers have visited the site once in our tracking, so the engines are already looking. Off the page the picture is mixed: other sites link to it, but AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
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
7
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
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 4.4/10, Kent Langley is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kent Langley
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kentlangley
Cite this score: Engagemii (2026). "AEO Score for Kent Langley." Retrieved from https://engagemii.com/aeo/brands/kentlangley
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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