Distribution across 10 profiles.
Middle half of Senior Customer Success Managers score between 17% and 21%.
0%
50%
100%
p10 · 15%
22% · p90
Task breakdown by work type
On-screen work23%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen11%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action27%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person40%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Senior Customer Success Manager, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Onboard new customers; design implementation plans and training schedules; ensure smooth product adoption
deep expertisesocial core
21%AA
6%
Monitor customer health metrics and engagement dashboards; identify at-risk accounts and flag for intervention
18%DD
48%
Respond to customer escalations, complaints, and urgent issues; coordinate cross-functional resolution
deep expertisesocial core
15%AA
5%
Conduct quarterly business reviews with key accounts; present usage data, ROI analysis, and strategic recommendations
some context neededsocial core
14%DA
2%
Identify upsell and expansion opportunities within existing accounts; collaborate with sales on proposals
13%DA
16%
Build and maintain relationships with customer contacts; understand their business goals and pain points through regular check-ins
deep expertisesocial core
10%AA
0%
Create and maintain account plans documenting customer needs, goals, risks, and success milestones
4%AD
30%
TaskTimeTypeExposure
Conduct quarterly business reviews with key accounts; present usage data, ROI analysis, and strategic recommendations
deep expertisesocial core
29%DA
5%
Monitor customer health metrics and engagement dashboards; identify at-risk accounts and flag for intervention
24%DD
49%
Build and maintain relationships with customer contacts; understand their business goals and pain points through regular check-ins
deep expertisesocial core
18%AA
0%
Create and maintain account plans documenting customer needs, goals, risks, and success milestones
16%AD
32%
Identify upsell and expansion opportunities within existing accounts; collaborate with sales on proposals
5%DA
23%
Respond to customer escalations, complaints, and urgent issues; coordinate cross-functional resolution
deep expertisesocial core
4%AA
0%
Onboard new customers; design implementation plans and training schedules; ensure smooth product adoption
deep expertisesocial element
1%AA
4%
TaskTimeTypeExposure
Monitor customer health metrics and engagement dashboards; identify at-risk accounts and flag for intervention
26%DD
49%
Build and maintain relationships with customer contacts; understand their business goals and pain points through regular check-ins
deep expertisesocial element
19%AA
5%
Conduct quarterly business reviews with key accounts; present usage data, ROI analysis, and strategic recommendations
deep expertisesocial core
19%DA
1%
Create and maintain account plans documenting customer needs, goals, risks, and success milestones
18%AD
40%
Identify upsell and expansion opportunities within existing accounts; collaborate with sales on proposals
7%DA
17%
Respond to customer escalations, complaints, and urgent issues; coordinate cross-functional resolution
deep expertisesocial core
6%AA
4%
Onboard new customers; design implementation plans and training schedules; ensure smooth product adoption
deep expertisesocial core
1%AA
0%
Save & share
AI tools for this role
Tools relevant to the most automatable tasks in this profession.
