MedMinder Pro - Medication Adherence Coach

Model: microsoft/phi-4-reasoning-plus
Status: Completed
Cost: $0.020
Tokens: 100,744
Started: 2026-01-05 14:38

User Research & Validation Plan: MedMinder Pro

Key Assumptions to Validate

Assumption Risk Method Target
Medication non-adherence is primarily due to reasons beyond forgetfulness, such as cost and side effects. High Customer interviews, surveys 80% of users identify non-forgetfulness reasons
Users will engage with an app that provides personalized interventions based on their adherence patterns. High Prototype testing, surveys 50% of users engage with personalized features
Integration with pharmacy systems will increase user retention and adherence. Medium Integration experiments, feedback loops 30% increase in retention
Remote monitoring will be valuable to caregivers managing medications for aging parents. Medium User interviews, caregiver surveys 40% of caregivers express interest in remote monitoring
The freemium model with premium features will convert 20% of free users to paying customers. High A/B testing, pricing experiments 20% conversion rate

Customer Discovery Interview Guide

Part 1: Background & Context (10 min)

  • Tell me about your role and what you do day-to-day.
  • How long have you been managing medications?
  • What are your biggest challenges right now with medication adherence?

Part 2: Problem Exploration (20 min)

  • Walk me through the last time you missed a medication dose.
  • How often does this happen?
  • What triggers this situation?
  • What are your typical reasons for missing doses?
  • How does it make you feel when you miss a dose?
  • What have you tried to solve this problem?

Part 3: Current Solutions (15 min)

  • What tools or methods do you currently use to manage your medications?
  • What do you like about them?
  • What do you wish was different?
  • Have you ever switched solutions? Why?
  • What would make you switch again?

Part 4: Solution Exploration (15 min)

  • If I told you there was an app that could identify why you miss doses and suggest solutions, what would be most valuable about that?
  • What concerns would you have?
  • What would it need to have for you to try it?
  • How much would you expect to pay for something like this?
  • Who else would need to approve this purchase?

Part 5: Wrap-up (10 min)

  • On a scale of 1-10, how painful is this problem for you?
  • Would you be interested in being a beta tester?
  • Who else should I talk to about this?

Screening Survey

1. What best describes your role?

  • [ ] Solo founder/indie hacker
  • [ ] Product manager at a startup
  • [ ] Product manager at enterprise
  • [ ] Consultant/advisor
  • [ ] Other: ___

2. Have you launched or been involved in launching a new product in the last 2 years?

  • [ ] Yes, multiple times
  • [ ] Yes, once
  • [ ] No, but planning to
  • [ ] No

3. How do you currently validate product ideas before building?

  • [ ] Customer interviews
  • [ ] Landing page tests
  • [ ] I don't validate systematically
  • [ ] I use consultants
  • [ ] Other: ___

4. On a scale of 1-10, how painful is the process of validating product ideas?

  • [1] [2] [3] [4] [5] [6] [7] [8] [9] [10]

5. How much time do you typically spend on idea validation?

  • [ ] Less than 1 week
  • [ ] 1-4 weeks
  • [ ] 1-3 months
  • [ ] 3+ months

6. What's your budget for validation activities?

  • [ ] $0 (DIY only)
  • [ ] $1-$500
  • [ ] $500-$2,000
  • [ ] $2,000-$10,000
  • [ ] $10,000+

7. Would you be interested in a 30-minute interview about your validation process? ($50 gift card)

  • [ ] Yes, contact me at: ___
  • [ ] No

Landing Page Validation Experiment

Goal: Validate demand before building

Setup: Create a landing page describing the app, include a clear value proposition, an email signup (waitlist), and optional pricing tiers (fake door test). Drive traffic via ads or organic.

Headlines to Test:

  • "Validate your medication regimen in 24 hours"
  • "AI-powered adherence coach for chronic conditions"
  • "Know if your medication plan is working before it's too late"

Metrics to Track:

  • Unique visitors
  • Time on page
  • Scroll depth
  • Waitlist signup rate
  • Click-through on pricing (if showing)

Success Criteria:

  • >1,000 visitors in 2 weeks
  • >5% signup rate (50+ emails)
  • Email quality: <10% bounce rate

Budget: $500-$1,000 on Google/Facebook ads

Prototype Testing Plan

Option A: Wizard of Oz (Manual)

  • Collect user input via Google Form
  • Manually generate analysis using AI prompts
  • Send results via email
  • Test willingness to pay after delivery
  • Cost: $0 + time
  • Timeline: 2-4 weeks

Option B: Concierge MVP

  • High-touch service for 10-20 users
  • Founder manually guides through process
  • Learn what users really need
  • Cost: $0 + time
  • Timeline: 4-6 weeks

Option C: Clickable Prototype

  • Use Figma/Framer for interactive mockup
  • Show full workflow without functionality
  • Measure user reactions and navigation
  • Cost: $200-$500 for tools
  • Timeline: 1-2 weeks

Recommended Approach: Start with Option A or B to maximize learning before any code.

8-Week Validation Timeline

Week 1-2: Problem Validation

  • Conduct 10-15 customer discovery interviews
  • Send screening survey (target 200+ responses)
  • Analyze interview transcripts for patterns
  • Document validated vs. invalidated assumptions

Week 3-4: Solution Validation

  • Create landing page with 3 headline variants
  • Run A/B test with $500 ad spend
  • Launch waitlist (target 100+ signups)
  • Follow up with 20 survey responses for deeper feedback

Week 5-6: Willingness to Pay Validation

  • Conduct 10 pricing interviews
  • Run Van Westendorp pricing survey
  • Test fake door with pricing tiers
  • Attempt 5-10 pre-orders at target price

Week 7-8: Prototype Validation

  • Build Wizard of Oz MVP
  • Deliver to 10-20 early users
  • Collect NPS and qualitative feedback
  • Iterate on core value proposition

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