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Post launch feedback loop

Day 28 of 30 · Generative AI 2026: Build AI Apps and Agents

One-liner: Collect feedback and turn it into clear next steps.
Time: 20 to 30 min
Deliverable: Feedback Plan and Issue List

Learning goal

You will be able to: Set up a simple feedback loop after launch.

Success criteria (observable)

  • At least 3 feedback channels are listed.
  • Issues are tagged and prioritized.
  • One improvement is selected to ship next.

Output you will produce

  • Deliverable: Feedback Plan and Issue List
  • Format: Channel list plus issue backlog
  • Where saved: Course folder under /generative-ai-2026-build-ai-apps-and-agents/

Who

Primary persona: Digital nomad reviewing early feedback Secondary persona(s): Users who provide feedback Stakeholders (optional): Collaborators

What

What it is

A simple system for collecting feedback and turning it into tasks. It keeps you close to real users without getting overwhelmed.

What it is not

It is not a complex research program or long survey plan. It is a lightweight loop you can maintain.

2-minute theory

  • Fast feedback helps improve the product quickly.
  • Tagging issues reveals patterns.
  • Picking one next improvement keeps momentum.

Key terms

  • Feedback channel: A place where users share issues or ideas.
  • Issue list: A backlog of problems to fix.

Where

Applies in

  • Support inbox
  • Product backlog

Does not apply in

  • Marketing pages only

Touchpoints

  • Feedback form
  • Issue tracker
  • Support replies

When

Use it when

  • You launch to real users
  • You need to decide what to fix first

Frequency

Weekly for the first month

Late signals

  • Feedback piles up without action
  • Users repeat the same complaint

Why it matters

Practical benefits

  • Clearer product priorities
  • Better user retention
  • Faster improvements

Risks of ignoring

  • Missed user needs
  • Slow iteration

Expectations

  • Improves: learning speed
  • Does not guarantee: growth

How

Step-by-step method

  1. List three feedback channels.
  2. Tag issues by theme and severity.
  3. Pick one improvement to ship next.
  4. Close the loop with users.

Do and don't

Do

  • Respond to top issues quickly
  • Keep tags simple

Don't

  • Ignore repeated feedback
  • Over collect without acting

Common mistakes and fixes

  • Mistake: Too many channels. Fix: Start with three.
  • Mistake: No prioritization. Fix: Tag by severity and frequency.

Done when

  • Channels are listed.
  • Issues are tagged and ordered.
  • Next improvement is chosen.

Guided exercise (10 to 15 min)

Inputs

  • Current user feedback
  • Issue tracker

Steps

  1. List three channels.
  2. Tag and sort issues.
  3. Choose one next fix.

Output format

Field Value
Channels
Top issues
Priority tags
Next improvement

Pro tip: If you cannot act on feedback, do not collect more.

Independent exercise (5 to 10 min)

Task

Write a short reply to a user about the top issue.

Output

Reply draft.

Self-check (yes/no)

  • Are feedback channels listed?
  • Are issues tagged and ordered?
  • Is the next improvement chosen?
  • Are users updated?

Baseline metric (recommended)

  • Score: 1 improvement selected
  • Date: 2026-02-06
  • Tool used: Notes app

Bibliography (sources used)

  1. Customer Feedback Loops. Productboard. 2024-01-01. Read: https://www.productboard.com/blog/customer-feedback/

  2. Support Best Practices. Intercom. 2024-01-01. Read: https://www.intercom.com/blog/customer-support/

Read more (optional)

  1. Feedback Forms Why: Simple ways to collect feedback. Read: https://www.nngroup.com/articles/feedback-requests/