AI Impact Dashboard
The aggregated impact of AI
Live snapshot from 271 recent assessments. This page tracks where exposure is rising, where it is buffered, and what actually separates first-to-go from hard-to-replace work.
Sample window: Feb 24, 2026 - Apr 9, 2026
Take the assessment
How replaceable is your job?
Take the full AI Job Risk Assessment in under two minutes to see how exposed your work really is.
Take the assessment nowFirst to Go vs Last to Go
Head-to-head from live role averages.
First to go
Copywriting
86.3% avg score (3 samples)
Last to go
Mental Health / Therapy
31.3% avg score (3 samples)
Gap: 55 points. This is the current distance between the hottest and coldest role in the sample.
Most exposed roles (live)
| # | Role | Avg replaceability |
|---|---|---|
| 1 | Brand Strategy | 89.5% |
| 2 | Copywriting | 86.3% |
| 3 | SEO / Content Marketing | 83.8% |
| 4 | Growth / Demand Generation | 81.5% |
| 5 | Performance Marketing | 77% |
| 6 | Cybersecurity | 71.6% |
| 7 | Web Development | 71.4% |
| 8 | Account Executive | 71% |
Industry index
| Industry | Avg replaceability | Risk band |
|---|---|---|
| Marketing, Media & Communications | 81.6% | Critical |
| Technology & Software | 69.5% | Elevated |
| Finance & Accounting | 67.8% | Elevated |
| Sales & Customer Functions | 65.3% | Elevated |
| Human Resources & Talent | 65.3% | Elevated |
| Product, Design & Creative Tech | 63.1% | Elevated |
| Business, Strategy & Operations | 62.4% | Elevated |
| Hospitality, Retail & Service | 60.3% | Elevated |
| Real Estate & Property | 54% | Elevated |
| Engineering & Architecture | 52.6% | Elevated |
| Legal & Compliance | 49.8% | Moderate |
| Education & Research | 48.8% | Moderate |
| Transportation & Logistics | 47.1% | Moderate |
| Government & Public Sector | 47% | Moderate |
| Skilled Trades & Field Work | 40.6% | Moderate |
| Healthcare & Medical | 37.5% | Moderate |
Exposure by experience
More years can help, but task mix usually matters more than tenure alone.
0-2 years
69.7% (44)
3-5 years
64.2% (145)
6-10 years
59% (41)
11-20 years
57.4% (22)
21+ years
56.1% (19)
Exposure by income range
Compensation does not automatically equal protection.
Under $40k
65.2% (21)
$40k-$80k
63.3% (31)
$80k-$120k
64.1% (169)
$120k-$200k
63.2% (31)
$200k+
53.2% (19)
Exposure by trust requirement
Human accountability is one of the strongest buffers.
Trust critical
49.6% (82)
Trust somewhat required
67.5% (174)
Low trust requirement
87.5% (15)
Exposure by skill scarcity
Licensed or scarce skills usually reduce automation pressure.
Rare / licensed skills
46.7% (58)
Moderately scarce skills
65.9% (181)
Common skills
78% (32)
Exposure by output measurability
Work that is easy to measure and benchmark is easier to automate.
Low output measurability
38.2% (17)
Medium output measurability
57.7% (101)
High output measurability
69.6% (153)
Exposure by automatable task share
Roles with more routine + structured + template communication tend to score higher.
0-40% automatable mix
51.2% (12)
41-55% automatable mix
47.6% (39)
56-70% automatable mix
64.6% (141)
71-100% automatable mix
70.1% (79)
Take the assessment
How replaceable is your job?
Found this page from a friend? Run your own assessment and compare your role instantly.
Take the assessment nowWhat this means if you are worried
- 16.6% of submissions are currently below 50, so exposure is not universal across jobs.
- Roles marked low-trust score about 37.9 points higher than trust-critical roles.
- Moving from low automatable mix to very high automatable mix is linked to about 18.9 points higher exposure in this sample.
- Experience shifts risk by about 13.6 points from early-career to 21+ years in this sample.
Sponsored placement
Advertise Your AI Course Here
Reach founders, operators, and professionals actively measuring their AI exposure and looking for practical ways to adapt.