Monthly Auto Service Quality Analysis Report

Track and analyze key service quality metrics including customer satisfaction, resolution times, and service type performance to identify improvement opportunities and maintain high service standards.

Report Objective

Monitor and evaluate the quality of automotive service delivery across all service types, focusing on customer satisfaction, operational efficiency, and service mix distribution to ensure consistent service excellence and identify areas for improvement.

Customer Satisfaction Performance

Analysis of overall customer satisfaction trends and service-type specific satisfaction scores

Questions to Consider:

Apr 2023May 2023Jun 2023service_month4.24.24.34.34.3customer_satisfaction_scorecustomer_satisfaction_scoreHow are Overall Customer Satisfaction Scores Trending?Customer satisfaction shows slight seasonal variation with recent upward trend
  • What is the month-over-month trend in customer satisfaction?

  • Are there any seasonal patterns in satisfaction scores?

  • How do current scores compare to the same period last year?

  • Which services consistently receive the highest ratings?

  • Are there specific service types that need immediate attention?

  • How does satisfaction correlate with service complexity?

Oil ChangeTire ServiceBrake ServiceBattery ServiceGeneral Maintenanceservice_type0.020.040.060.080.0sum(satisfaction_score)sum(satisfaction_score)Which Service Types Have the Highest Customer Satisfaction?Variation in satisfaction across service types indicates opportunity for improvement

Service Efficiency Metrics

Evaluation of service resolution times and first-time fix rates

Questions to Consider:

35404550average_resolution_time80.0%81.0%82.0%83.0%84.0%first_time_fix_rateHow Efficient is Our Service Resolution Process?First-time fix rates and resolution times show room for improvement
  • What is the relationship between resolution time and first-time fix rate?

  • Are we meeting our target service levels?

  • Which months showed the best performance in both metrics?

Service Volume and Mix Analysis

Review of service volume distribution and capacity utilization

Questions to Consider:

  • Which services have the highest demand?

  • How has the service mix changed over time?

  • Are there capacity constraints for high-volume services?

Oil ChangeTire ServiceBrake ServiceBattery ServiceGeneral Maintenanceservice_type01,0002,0003,0004,0005,000sum(service_volume)Oil ChangeTire ServiceBrake ServiceBattery ServiceGeneral MaintenanceHow is Service Volume Distributed Across Service Types?Service mix shows seasonal patterns and growing demand

Areas for Additional Focus