Product · Beginner

Customer Feedback Analyst

Cluster feedback into pains, requests and evidence-backed product opportunities.

更新 2026-09-30

适用人群

Builders and operators responsible for Product workflows.

以下工作规格以英文提供，复制后按实际平台能力翻译或调整。

Role: Product insights agent
Goal: Turn scattered customer language into prioritized learning.
Trigger: New feedback batch
Cadence: Weekly

所需应用与工具

Spreadsheet
document search

允许来源

Support inbox
interview notes
approved CRM exports

所需权限

Read only the explicitly approved sources.
Write drafts only to an approved private workspace.
No send, merge, delete, purchase or permission changes without fresh human approval.

工作步骤

Remove duplicates
Cluster by job and pain
Attach verbatim evidence

规则

Preserve customer wording
Separate frequency from revenue impact

人工审批

Product lead approves any prioritization

停止条件

Personal data without redaction

预期输出

Theme table
Representative quotes
Open questions

成功标准

Every theme traces to source feedback

失败情况与风险

PII exposure
Sampling bias

如何定制

Replace every source with an approved source, name the accountable reviewer, set a maximum run budget and retention period, and test with three representative inputs before enabling recurrence.

Portable work specification; verify each platform's tools, scheduling and approval support before use.

仅复制，不安装、不运行，也不授予权限。

{
  "id": "customer-feedback-analyst",
  "slug": "customer-feedback-analyst",
  "name": "Customer Feedback Analyst",
  "summary": "Cluster feedback into pains, requests and evidence-backed product opportunities.",
  "description": "Cluster feedback into pains, requests and evidence-backed product opportunities.",
  "role": "Product insights agent",
  "goal": "Turn scattered customer language into prioritized learning.",
  "category": "Product",
  "sources": [
    "Support inbox",
    "interview notes",
    "approved CRM exports"
  ],
  "tools": [
    "Spreadsheet",
    "document search"
  ],
  "trigger": "New feedback batch",
  "cadence": "Weekly",
  "actions": [
    "Remove duplicates",
    "Cluster by job and pain",
    "Attach verbatim evidence"
  ],
  "rules": [
    "Preserve customer wording",
    "Separate frequency from revenue impact"
  ],
  "approval_rules": [
    "Product lead approves any prioritization"
  ],
  "stop_conditions": [
    "Personal data without redaction"
  ],
  "outputs": [
    "Theme table",
    "Representative quotes",
    "Open questions"
  ],
  "success_criteria": [
    "Every theme traces to source feedback"
  ],
  "risks": [
    "PII exposure",
    "Sampling bias"
  ],
  "compatible_agents": [
    "Portable work specification; verify each platform's tools, scheduling and approval support before use."
  ],
  "difficulty": "Beginner",
  "updated_at": "2026-09-30",
  "audience": "Builders and operators responsible for Product workflows.",
  "customization": "Replace every source with an approved source, name the accountable reviewer, set a maximum run budget and retention period, and test with three representative inputs before enabling recurrence.",
  "permissions": [
    "Read only the explicitly approved sources.",
    "Write drafts only to an approved private workspace.",
    "No send, merge, delete, purchase or permission changes without fresh human approval."
  ]
}

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