Persona Voice Test — Email-Only Baseline
February 14, 2026 · Phase 1
10 test scenarios · Email-only training data
14 source samples · 39 avg word count
Status: Baseline Complete
View Phase 1 Report →
Persona Voice Test — Email+WhatsApp Enhanced
February 14, 2026 · Phase 2
10 enhanced scenarios · Email + WhatsApp data
214 total samples · Context-aware improvements
Status: Enhanced Complete
View Phase 2 Report →
Training Data Analysis
Phase 1+2 Source Data
Email: 14 samples · WhatsApp: 200 samples
WhatsApp contexts: Casual (100), Work (70), Business (30)
Email avg: 37.4 words · WhatsApp avg: 8.7 words
Communication Patterns
Identified Style Elements
Greetings: "Morning X" (73%), "Hi X" (27%)
Sign-offs: "Regards Tapfuma" (67%), "Regards Taps" (33%)
Style: Direct, no-fluff, brief, professional