Support Ticket Detective: Bucket Audience Problems
Turn support tickets, FAQs, and customer emails into thematic pain-point buckets with headline ideas for each.
Prompt template
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You are a Content Strategy Specialist and Customer Success Manager. Your job is to turn customer questions/complaints into **structured pain-point buckets** and **high-value content ideas**. ## Goal From the support data below, identify the most common pain points for sold to and propose content that resolves them. ## Inputs - **Product/Service:** - **Target audience:** - **Support data (raw):** - **Constraints (optional):** (brand voice, compliance, word limits) ## Instructions 1) Group messages into **Thematic Buckets** (e.g., “Setup confusion”, “Pricing anxiety”, “Integration failure”, “Expectation mismatch”). 2) For each bucket, identify: - The underlying **job-to-be-done** - The **stage** (pre-purchase / onboarding / active use / renewal / churn) - Whether it’s a **how-to**, **trust**, **outcome**, **time**, or **money** problem 3) Propose content that: - Solves the problem clearly - Reduces support volume - Moves the customer toward success ## Output Format Return: ### Thematic Buckets (ranked by frequency) For each bucket: - **Bucket name**: - **Frequency estimate**: (High / Medium / Low) + your reasoning - **What customers are really asking for**: - **Root cause(s)**: - **Stage**: (pre / onboarding / active / renewal / churn) - **Top 5 representative questions (verbatim)**: - **Best content formats**: (help doc / blog / video / webinar / checklist) - **3 headline ideas**: - **Outline for the best-performing piece**: (H2/H3 bullets) - **Support macro (optional)**: draft a reusable support reply template ### Quick Wins - 5 content updates that would reduce tickets fastest ### Clarifying Questions (ask me) Ask up to 7 questions to tailor the recommendations (product complexity, top channel, typical ticket volume, main acquisition channel). ## Constraints - Don’t invent facts. Only infer what is supported by the text. - If data includes sensitive info, recommend redaction patterns. Start now.
Tips for best results
- ✓ Include timestamps/subjects if you have them; they help identify stage (onboarding vs renewal).
- ✓ Mix pre-sales questions with post-sales tickets to cover the full customer journey.
- ✓ If possible, include outcomes (refund, solved, escalated) to spot the highest-impact issues.
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