AI Visibility Scorecard
David DeLong
lostknowledge.com · Media & Entertainment
Borderline visible. AI bots can crawl David DeLong, 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 3 times
Claude
#233,813 of 1,966,289 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About David DeLong
from our crawl and measurement
Author David DeLong is a business whose own site puts it this way: "Skip to content Hidden Talent BookAbout David DeLongBlog Select Page Practical Solutions for Employing Marginalized WorkersWhat if you could effectively access the talent you need to grow." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Good
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
Fair
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 4.2/10, David DeLong is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What if you could effectively access the talent you need to grow your business?
Author, researcher and consultant David DeLong is a nationally recognized expert on the changing workforce and critical skill shortages. David’s latest book shows managers how to tackle chronic staffing shortages by tapping marginalized (overlooked?) talent pools – refugees, the formerly incarcerated, and people with disabilities.
Is this your brand?
The exact fixes for David DeLong
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lostknowledge
Cite this score: Engagemii (2026). "AEO Score for David DeLong." Retrieved from https://engagemii.com/aeo/brands/lostknowledge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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