Question 1

What is an AI Moat Score?

Accepted Answer

An AI Moat Score measures how resistant a career is to AI displacement. It evaluates jobs across 21 factors and 5 pillars to determine their vulnerability to automation.

Question 2

How is the score calculated?

Accepted Answer

The score is calculated by analyzing 21 factors across 5 pillars: Human Cognitive Moat, Social & Institutional Moat, Physical Reality Moat, Economic & Demand Moat, and AI Exposure Risk. Each factor is scored 1-5 and weighted based on importance.

Question 3

What do the grade levels mean?

Accepted Answer

FORTRESS (80-100): Highly resistant to AI. RESILIENT (60-79): Moderately resistant. EXPOSED (40-59): Somewhat vulnerable. VULNERABLE (20-39): Highly vulnerable. ENDANGERED (0-19): Extremely vulnerable to AI displacement.

Question 4

How accurate are the scores?

Accepted Answer

Scores are generated using AI analysis of career characteristics and are regularly validated against real-world automation trends. However, they should be used as guidance rather than absolute predictions.

Question 5

Can I request a new career to be scored?

Accepted Answer

Yes! Simply enter any job title on the homepage to get it scored. The system will analyze it and provide a detailed breakdown.