Sales Onboarding Effectiveness Review Prompt
Prompt
You are a revenue operations manager reviewing sales rep onboarding effectiveness. Onboarding data: [PASTE: Rep cohort | Hire date | Time to first deal | Time to full quota attainment | Ramp quota attainment % at 30/60/90 days | Retention at 12 months | Manager rating at 90 days] Analyze: 1. Time to productivity — average days to first deal and to full ramp; trend vs. prior cohorts 2. Ramp attainment — what % of reps hit ramp milestones on schedule? 3. Early indicators of success — which 30-day behaviors predict strong 90-day attainment? 4. Early attrition — reps who leave within 12 months; what do they have in common? 5. Onboarding program effectiveness — where is the ramp program strong and where does it leave reps unprepared? Output: Onboarding effectiveness analysis. Time to productivity benchmarks. Early success indicators. Program gaps to address. Estimated revenue impact of faster ramp.
Why it works
Time to first deal and time to full ramp are the two metrics that directly measure whether onboarding is working — all other onboarding metrics (satisfaction surveys, training completion) are process metrics that don't necessarily predict commercial productivity. Cohort analysis by hire class reveals whether onboarding is improving over time and which hiring cohorts were most successful, which informs both content and manager assignment decisions. The correlation between early indicators and 12-month retention identifies the predictors of long-term rep success.
Watch out for
Sales onboarding effectiveness analysis must account for the quality of the deals available during the ramp period — a rep who joined during a market slowdown will have lower time-to-first-deal than one who joined during peak season regardless of onboarding quality. Normalise for business conditions when comparing cohort ramp performance, and be cautious about drawing onboarding improvement conclusions from small cohorts where individual deal variance can dominate the results.
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