AI: PromptVault - Prompt Library Manager

Model: openai/gpt-4o
Status: Completed
Cost: $0.994
Tokens: 197,983
Started: 2026-01-02 23:25

User Research & Validation Plan

Key Assumptions to Validate

Assumption Risk Method Target
Users experience prompt chaos regularly High Interviews, surveys 70% confirm this pain
Current solutions lack version control and testing High Competitive analysis, interviews Documented user complaints
Users will adopt an organized prompt management system High Prototype testing 50% sign-up interest
AI-generated analytics will be sufficient Critical Quality testing 80% accuracy rating
Users will pay $19/month for Pro Critical Pricing tests 10+ paying customers

Customer Discovery Interview Guide

Interview Framework (60-90 minutes):

  1. Background & Context (10 min): Understand user's role and challenges.
  2. Problem Exploration (20 min): Dive deep into the prompt chaos users face.
  3. Current Solutions (15 min): Explore tools and methods currently in use.
  4. Solution Exploration (15 min): Gauge reaction to proposed solution.
  5. Wrap-up (10 min): Assess problem severity and gather further interest.

8-Week Validation Plan

  1. Week 1-2: Problem Validation
    • Conduct 10-15 customer discovery interviews
    • Send screening survey (target 200+ responses)
  2. Week 3-4: Solution Validation
    • Create landing page with 3 headline variants
    • Run A/B test with $500 ad spend
  3. Week 5-6: Willingness to Pay Validation
    • Conduct 10 pricing interviews
    • Run Van Westendorp pricing survey
  4. Week 7-8: Prototype Validation
    • Build Wizard of Oz MVP
    • Deliver to 10-20 early users

Go/No-Go Decision Criteria

Metric Target Actual Pass?
Interview problem validation 80%+ confirm pain
Landing page signup rate >5%
Price acceptance 60%+ at target price
Pre-orders 10+ customers
Prototype NPS >40

User Research Synthesis Template

Problem Validation Summary:

  • Top 3 validated pain points
  • Quotes from users (evidence)
  • Unexpected findings
  • Assumptions that were wrong

Solution Validation Summary:

  • Most compelling features
  • Features users don't care about
  • UX concerns raised
  • Integration needs identified

Pricing Validation Summary:

  • Optimal price point
  • Price sensitivity by segment
  • Value anchors (what they compare to)
  • Pricing model preferences

Go-to-Market Insights:

  • Where users hang out
  • How they discover solutions
  • Decision-making process
  • Buying objections