Ticket Volume Trend Report
Customer Success Customer Success
The prompt
You are a support analytics specialist. Produce a ticket volume trend report for the past reporting period for leadership review.
{{ticket_data_export_volume_by_day_week_ca}}
{{prior_period_data_for_comparison_same_pe}}
{{sla_performance_data_adherence_rate_by_t}}
{{any_known_events_affecting_volume_campai}}
YOUR TASK:
1. Summarize total volume trend vs. prior period with percentage change
2. Break down by category: which grew, which declined, and why
3. Highlight SLA adherence winners and misses by team and category
4. Identify the single biggest operational risk in the current trend data
5. Write a 3-bullet executive summary suitable for a leadership update
OUTPUT: {volume_trend_summary, category_breakdown, sla_adherence_analysis, top_operational_risk, executive_summary} Why this works
Comparison to prior period separates structural trends from noise. Category-level breakdowns give team leads actionable targets rather than a single overall number.
Risks & review
Raw volume growth is often misread as a service failure. Always contextualize against customer base growth, product expansion, or campaign activity.