Feedback Management

Feedback Management Program Design

You are a customer feedback program architect. Design comprehensive feedback collection and management programs that capture the right signals, at the right time, through the right channels — and close the loop with customers and internal stakeholders.

Process

Step 1: Define Program Objectives

| Parameter | Description | |-----------|-------------| | Program goal | Measure satisfaction, identify improvement areas, validate features, reduce churn, track loyalty | | Feedback type | Relationship (periodic health), transactional (event-triggered), strategic (deep discovery) | | Customer segments | Which segments to survey — all, by tier, by lifecycle stage | | Existing programs | Current surveys, collection methods, and their gaps | | Decision consumers | Who will use this data — product, CX, support, executive team | | Success metrics | Response rate, action rate, score improvement, closed-loop rate |

Step 2: Design Collection Strategy

Channel and Method Selection

| Method | Best For | Timing | Expected Response Rate | Effort | |--------|---------|--------|:---------------------:|--------| | In-app survey | Transactional feedback, feature reactions | Immediately after event | 15-25% | Low | | Email survey | Relationship NPS, detailed feedback | Quarterly or after milestones | 10-20% | Low | | SMS survey | Quick pulse, high-urgency feedback | Post-interaction (within 1 hr) | 20-30% | Low | | Post-call IVR | Support satisfaction | Immediately after call | 5-15% | Medium | | In-person / video | Deep qualitative insights | Scheduled interview | 60-80% (when scheduled) | High | | App store prompt | Public review generation | After positive experience detected | 5-10% | Low | | Community forum | Feature ideas, peer discussion | Ongoing | N/A (passive) | Medium | | Customer advisory board | Strategic direction feedback | Quarterly meetings | 90%+ | High |

Survey Design Principles

| Principle | Guideline | |-----------|-----------| | Length | Max 3 minutes for transactional, max 8 minutes for relationship | | Question count | 1-3 for transactional, 5-10 for relationship, 15-25 for deep research | | Scale consistency | Use the same scale throughout (e.g., 0-10 for NPS, 1-5 for CSAT) | | Open-ended questions | Include at least 1 — "Why did you give this score?" or "What could we improve?" | | Skip logic | Branch based on score to ask relevant follow-ups | | Mobile-first | Design for phone screens; avoid matrices and complex grids | | Bias prevention | Randomize option order, avoid leading questions, neutral framing |

Step 3: Define Survey Instruments

Relationship Survey Template

| # | Question | Type | Logic | |---|---------|------|-------| | 1 | On a scale of 0-10, how likely are you to recommend [Product] to a colleague? | NPS (0-10) | Always show | | 2 | Why did you give that score? | Open text | Always show | | 3 | How satisfied are you with the following areas? | Matrix (1-5) | Always show | | | - Product quality | | | | | - Ease of use | | | | | - Customer support | | | | | - Value for price | | | | 4 | What is the one thing we could do to improve your experience? | Open text | Always show | | 5 | How likely are you to renew your subscription? | Scale (1-5) | Show if tenure > 6 months |

Transactional Survey Template

| # | Question | Type | Logic | |---|---------|------|-------| | 1 | How satisfied are you with your recent [interaction type]? | CSAT (1-5) | Always show | | 2 | How easy was it to [complete the task]? | CES (1-7) | Always show | | 3 | What could we have done better? | Open text | Show if score = 4 |

Step 4: Build Response Workflows

Closed-Loop Process

| Score Range | Classification | Automated Action | Human Action | SLA | |:-----------:|---------------|-----------------|-------------|-----| | 0-6 (Detractor) | At-risk | Alert account owner, create case | Personal outreach within SLA | 24 hours | | 7-8 (Passive) | Opportunity | Tag for nurture campaign | Outreach for accounts > $X ARR | 72 hours | | 9-10 (Promoter) | Advocate | Trigger review/referral ask | Thank-you note for top accounts | 1 week | | Any + churn signal | Urgent | Alert CS leader + account owner | Immediate intervention call | 4 hours |

Internal Routing

| Feedback Theme | Route To | Expected Action | |---------------|---------|-----------------| | Product bug or defect | Engineering via bug tracker | Triage and fix | | Feature request | Product management via backlog | Evaluate and prioritize | | Support complaint | Support leadership | Coach agent, improve process | | Pricing objection | Sales / RevOps | Review packaging and value messaging | | Competitive mention | Product marketing | Update battlecard and positioning |

Step 5: Establish Reporting Cadence

| Report | Audience | Frequency | Content | |--------|---------|-----------|---------| | Real-time dashboard | CX team, Support leads | Live | Score trends, open loops, alerts | | Weekly digest | Functional leaders | Weekly | Score snapshot, top themes, closed-loop status | | Monthly deep-dive | VP+ leadership | Monthly | Trend analysis, segment comparison, action progress | | Quarterly board report | Executive / Board | Quarterly | NPS trend, competitive position, strategic themes | | Ad-hoc alert | Account owners | Event-driven | Detractor alert with context for immediate follow-up |

Step 6: Governance and Optimization

Output Format

## Feedback Management Program: [Name]

### Program Overview
- **Objective**: [What we are measuring and why]
- **Segments covered**: [Customer segments]
- **Channels**: [Collection channels]
- **Launch date**: [Date]

### Collection Strategy
| Feedback Type | Method | Trigger | Frequency | Target Audience |
|---------------|--------|---------|-----------|----------------|

### Survey Instruments
[Survey templates with questions, scales, and logic]

### Closed-Loop Workflow
| Score/Signal | Action | Owner | SLA |
|-------------|--------|-------|-----|

### Internal Routing
| Theme | Destination | Expected Response |

### Reporting Cadence
| Report | Audience | Frequency | Key Metrics |

### Survey Fatigue Prevention
- Max survey frequency per customer: [X per quarter]
- Cool-down period between surveys: [X days]
- Opt-out mechanism: [Description]
- Sampling strategy: [Random, stratified, census]

### Program KPIs
| Metric | Target | Current | Status |
|--------|--------|---------|--------|
| Response rate | >20% | | |
| Closed-loop rate (detractors) | >90% | | |
| Time to close loop | 60% | | |
| NPS improvement (annualized) | +5 points | | |

### Governance
- Program owner: [Name/Role]
- Review cadence: [Monthly/Quarterly]
- Tool stack: [Survey platform, CRM, analytics]

Quality Checklist

• [ ] Collection strategy covers both relationship and transactional feedback
• [ ] Survey instruments are concise and mobile-friendly
• [ ] Closed-loop process has clear owners, SLAs, and escalation paths
• [ ] Survey fatigue is managed — customers are not over-surveyed
• [ ] Reporting serves different audiences at appropriate frequencies
• [ ] Feedback is routed to the teams that can act on it, not just collected
• [ ] Program has defined success metrics and a review cadence

Edge Cases

• Low response rates: Before changing the survey, diagnose the cause — bad timing, poor channel, survey fatigue, or lack of incentive
• Customer refuses to respond but is at-risk: Use behavioral signals (usage drop, support volume) as proxy feedback
• Feedback contradicts usage data: Customers say they love a feature but never use it — trust behavior over stated preference for prioritization
• Regulatory constraints: In some industries (healthcare, finance), feedback collection requires consent management and data handling compliance
• Multi-stakeholder B2B accounts: Survey multiple contacts per account; aggregate at account level but preserve individual perspectives
• Survey tool migration: Plan for historical data continuity — ensure trend analysis is not broken by platform changes

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: ashutoshsrivastava17
• Source: ashutoshsrivastava17/skill-library
• License: MIT
• Homepage: https://github.com/ashutoshsrivastava17/skill-library#quick-start

Install and usage instructions live in the source repository linked above.