VendorShield - Vendor Risk Scorecard

Model: qwen/qwen3-30b-a3b-thinking-2507
Status: Completed
Cost: $0.087
Tokens: 249,738
Started: 2026-01-03 20:59

User Research & Validation Plan

Key Assumptions to Validate

Assumption Risk Validation Method Target Evidence
Security teams spend 40+ hours per vendor on manual assessments High Customer interviews 80% of target users confirm spending >40 hours
Current questionnaires are ineffective (60% of breaches involve vendors) Critical Industry data + user interviews 75% of users report vendor breaches from unreliable questionnaires
Security teams are overwhelmed by average 5,800 vendor relationships High Interviews + competitive analysis 70% confirm >500 vendors with no monitoring system
Security teams will adopt continuous risk scoring over spreadsheets High Landing page test + prototype 10% waitlist signup rate for security-focused landing page
AI risk scoring will be accurate enough (80%+ accuracy) Critical Expert testing with security professionals 80% of security experts rate accuracy as "accurate"
Customers will pay $499/month for Starter tier (50 vendors) Critical Pricing tests + pre-orders 10+ pre-orders at $499/month
CAC will be <$500 for security-first acquisition High Paid ad tests (LinkedIn/Google) CAC < $400 in test campaigns

Customer Discovery Interview Guide

Target Participants: Security managers/CISOs at 500-5,000 employee companies

Duration: 60-75 minutes

Incentive: $50 gift card

Part 1: Background & Context (10 min)

  • Walk me through your vendor risk management process at your current company
  • How many vendors do you currently monitor, and how do you categorize them?
  • What's your biggest headache with vendor risk right now?

Part 2: Problem Exploration (20 min)

  • Describe the last time a vendor caused you a security or compliance issue
  • How much time do you spend on vendor assessments each month?
  • What tools do you currently use for vendor risk? What do you hate about them?
  • What's the worst part about relying on vendor self-reported questionnaires?
  • How often do you need to update vendor risk assessments?

Part 3: Solution Exploration (20 min)

  • What would "perfect" vendor risk monitoring look like to you?
  • If I offered a tool that automatically scored vendors for security, financial, and compliance risks, what would be most valuable?
  • How much would you pay monthly for continuous monitoring of 50 vendors?
  • What would make you switch from your current solution (e.g., spreadsheets, GRC tools)?
  • Who else would need to approve this purchase (procurement, legal, leadership)?

Part 4: Wrap-up (10 min)

  • On a scale of 1-10, how painful is vendor risk management for you right now?
  • What's the one thing you'd change about vendor risk today?
  • Would you be interested in a 30-minute demo of a prototype? (Offer $50 gift card)

Validation Experiment Timeline

Weeks 1-2: Problem Validation Phase 1
  • Conduct 15 security team interviews
  • Run screening survey (target: 200+ responses)
  • Validate pain points with data (e.g., 60% breach statistic)
Weeks 3-4: Solution Validation Phase 2
  • Create landing page with 3 headlines: "Continuous Vendor Risk Scoring", "Stop Spreadsheets, Start Security", "Real-Time Vendor Risk for $499"
  • Run $750 ad test (LinkedIn/Google) targeting security roles
  • Target: 1,200 visitors, 5%+ signup rate (60+ emails)
Weeks 5-6: Willingness to Pay Phase 3
  • Run Van Westendorp pricing survey with 25 target users
  • Test fake door: "Get Started" button with pricing tiers
  • Target: 2%+ fake door click rate, 5+ pre-orders at $499
Weeks 7-8: Prototype Validation Phase 4
  • Implement Wizard of Oz MVP: Manual risk scoring via Google Form → AI analysis → email delivery
  • Deliver to 15 early users, collect NPS and feature feedback
  • Target: NPS >40, 80% say "would pay for this"

Go/No-Go Decision Criteria

Metric Target Actual Pass?
Interview problem validation 80%+ confirm pain  
Landing page signup rate >5%  
Price acceptance 60%+ at $499/month  
Pre-orders 10+ customers  
Prototype NPS >40  

Critical Validation Insight

"Security teams don't need another tool—they need a solution that replaces spreadsheets and provides continuous value. Validation must prove we solve the time-to-value problem (not just feature list). If we can't get 5% landing page conversion for a security-focused solution, the market isn't ready for our approach."