⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Kim Scott, PhD
refactorandthrive.com · Technology
Borderline visible. AI bots can crawl Kim Scott, PhD, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,302,861 of 2,817,736 in Technology for AI visibility
3.4
/10
AEO Score
About Kim Scott, PhD
from refactorandthrive.com
PhD Experience Insights Contact Open Menu Close Menu Kim Scott, PhD Experience Insights Contact Open Menu Close Menu Experience Insights Contact Kim Scott, PhD Geospatial Data Scientist | Analytics/AI Product ManagerEntrepreneur | Master Certified Career Coach I’m a seasoned data science and product leader with over 15 years of experience developing cutting-edge machine learning and AI solutions.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.4/10, Kim Scott, PhD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kim Scott, PhD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Kim Scott, PhD.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/refactorandthrive
Cite this score: Engagemii (2026). "AEO Score for Kim Scott, PhD." Retrieved from https://engagemii.com/aeo/brands/refactorandthrive
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform