πŸ›‘οΈ Trust Engine

Wireframes & Interface Mockups | Test boldly. Market responsibly.

User Journey Flow

1. Campaign Setup

Define target audience, upload variants, set parameters

2. Synthetic Generation

Generate synthetic personas, simulate behaviors

3. Analysis & Results

View results, bias detection, compliance audit

πŸ“ Campaign Setup Dashboard

New Campaign

🧬 Persona Generator
Generate
Preview
Export
πŸ“Š Generation Status
Generating 5,000 personas...
3,750 / 5,000 created
πŸ‘₯ Demographics
Age: 18-65
Regions: 12 countries
πŸ”’ Privacy
GDPR: 78%
Opt-in: 65%
πŸ§ͺ A/B Testing

Eco-Product Launch

Running
πŸ“ˆ Variant A
CTR: 36.2%
Conv: 8.4%
πŸ“Š Variant B
CTR: 21.7%
Conv: 5.2%
πŸ“ˆ Performance Chart
βš–οΈ Bias Detection

Fairness Analysis

Issues Found
Group CTR Status
Male 25-35 39.2% OK
Female 25-35 18.3% High
⚠️ Alert
Gender bias detected: 53% lower CTR for females
🧠 Explainable AI
Sarah, 29, Berlin
🎯 Decision
Why Variant A:
1. Sustainability interest (0.85)
2. Age 25-35 (0.72)
3. EU location (0.45)
πŸ“Š Feature Importance
πŸ”’ Privacy Guardian

Compliance

2 Issues
βœ… GDPR
Valid: 4,847
Violations: 12
πŸ‡ΊπŸ‡Έ CCPA
Opt-out: 98.7%
Protected
⚠️ Issues
High 12 underage alcohol ads
Medium 3 post-opt-out targets
πŸ“Š Results Dashboard
Overview
Performance
Export
πŸ† Winner
Variant A
67% lift
πŸ‘₯ Reach
5,000 users
342 converted
βš–οΈ Fairness
Score: 72%
2 issues
πŸ“ˆ Performance Analysis
πŸ“± Mobile View
πŸ›‘οΈ Trust Engine
Campaign Status
Eco-Product Launch
βœ… Complete
Quick Stats
CTR: 36% | Conv: 8.4%
⚠️ 2 bias issues