Distribution across 10 profiles.
Middle half of Customer Success Representatives score between 32% and 43%.
0%
50%
100%
p10 · 30%
45% · p90
Task breakdown by work type
On-screen work45%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen1%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action40%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person14%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Customer Success Representative, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Creating custom training materials, documentation, or recording walkthroughs tailored to a customer's specific use case
22%DA
14%
Onboarding new customers: walking them through product setup, initial configuration, and best practices to ensure smooth launch
deep expertisesocial core
22%DA
6%
Conducting regular check-in calls or meetings with key accounts to discuss goals, gather feedback, and identify upsell opportunities
deep expertisesocial core
18%AA
0%
Monitoring customer account health (usage metrics, engagement levels) and identifying at-risk accounts for intervention
14%DD
63%
Responding to customer questions and troubleshooting issues via email, chat, or phone calls
11%DD
59%
Coordinating with product, engineering, or sales teams to resolve escalated issues or fulfill special requests
some context neededsocial core
10%DA
12%
Maintaining detailed records in CRM systems, updating customer profiles, and forecasting renewal or expansion revenue
1%DD
92%
TaskTimeTypeExposure
Conducting regular check-in calls or meetings with key accounts to discuss goals, gather feedback, and identify upsell opportunities
deep expertisesocial core
20%AA
9%
Responding to customer questions and troubleshooting issues via email, chat, or phone calls
17%DD
44%
Onboarding new customers: walking them through product setup, initial configuration, and best practices to ensure smooth launch
deep expertisesocial core
15%DA
11%
Monitoring customer account health (usage metrics, engagement levels) and identifying at-risk accounts for intervention
15%DD
65%
Maintaining detailed records in CRM systems, updating customer profiles, and forecasting renewal or expansion revenue
12%DD
95%
Coordinating with product, engineering, or sales teams to resolve escalated issues or fulfill special requests
some context neededsocial core
11%DA
16%
Creating custom training materials, documentation, or recording walkthroughs tailored to a customer's specific use case
7%DA
16%
TaskTimeTypeExposure
Monitoring customer account health (usage metrics, engagement levels) and identifying at-risk accounts for intervention
29%DD
86%
Responding to customer questions and troubleshooting issues via email, chat, or phone calls
21%DD
50%
Coordinating with product, engineering, or sales teams to resolve escalated issues or fulfill special requests
social core
12%DA
15%
Creating custom training materials, documentation, or recording walkthroughs tailored to a customer's specific use case
10%DA
20%
Maintaining detailed records in CRM systems, updating customer profiles, and forecasting renewal or expansion revenue
10%DD
84%
Conducting regular check-in calls or meetings with key accounts to discuss goals, gather feedback, and identify upsell opportunities
deep expertisesocial core
8%AA
0%
Onboarding new customers: walking them through product setup, initial configuration, and best practices to ensure smooth launch
deep expertisesocial core
7%DA
11%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
