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AI Visibility Scorecard
jedkolko.com · Technology
Somewhat visible. AI bots can read Jed Kolko, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Claude · Meta AI
#256,862 of 2,647,732 in Technology for AI visibility
5.9
/10
AEO Score
from our crawl and measurement
"Department of Commerce in the Biden-Harris Administration, where I led economic research for the department and oversaw the Census Bureau and the Bureau of Economic Analysis." That is how Jed Kolko introduces itself. Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
6
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
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 5.9/10, Jed Kolko has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Jed Kolko
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jedkolko
Cite this score: Engagemii (2026). "AEO Score for Jed Kolko." Retrieved from https://engagemii.com/aeo/brands/jedkolko
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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