🧠 Synthetic Donor Simulator

Predict creative performance using AI-powered donor archetypes

Validated Accuracy: 90% ?

✈️ Pre-Flight Creative Check

Test a single creative before sending. Get scores and specific feedback from each donor archetype.

🟒 Strong Performer
42 / 55

πŸ’‘ Recommendations

⚑ Run Prediction Test

βœ“ Correct Prediction
Creative A: 5 votes
Creative B: 1 votes
πŸ‡ΊπŸ‡Έ
Patriot Donor
90% accuracy

Duty-driven donor motivated by patriotism, military service, and American values. Responds to flag imagery, veteran stories, and calls to honor sacrifice.

πŸŽ–οΈ Military honors πŸ‡ΊπŸ‡Έ Patriotic duty ⭐ Veteran stories πŸ¦… American values
Weight: 1.0x
⭐
Celebrity Follower
90% accuracy

Influenced by famous names and trusted public figures. Dana Perino, Kid Rock, recognizable voices create instant credibility and action.

πŸ“Ί TV personalities 🎀 Famous voices ✍️ First-person celeb 🀝 Endorsements
Weight: 1.2x
⚑
Urgency Responder
80% accuracy

Activated by deadlines, crises, and time-sensitive appeals. Responds to matching gifts, 24-hour windows, and "right now" language.

⏰ Deadlines πŸ”₯ Crisis language πŸ’° Match expiring πŸ“’ Breaking news
Weight: 1.0x
πŸ’š
Gratitude Giver
70% accuracy

Relationship-focused donor who responds to warmth, appreciation, and personal connection. Values feeling seen and thanked for past support.

πŸ™ Thank you's πŸ’Œ Personal notes ❀️ Warm tone πŸ€— Community
Weight: 1.0x
πŸ“–
Story Listener
50% accuracy

Narrative-driven donor moved by individual stories and emotional journeys. Needs to "see" the person they're helping.

πŸ“š Personal stories 😒 Emotional arc πŸ‘€ Named individuals 🎬 Before/after
Weight: 0.8x
πŸ“Š
Impact Seeker
40% accuracy

Analytically-minded donor wanting measurable outcomes and efficiency data. ⚠️ Anti-predictive β€” often picks the loser.

πŸ“ˆ Statistics πŸ’΅ Cost per outcome βœ… Measurable results 🎯 Efficiency
Weight: 0.5x
90%
Overall Accuracy
10
Tests Run
9
Correct Predictions
Patriot
Best Predictor

πŸ“‹ Test History

Date Client Creative A (Winner) Creative B (Loser) Votes Result

🎯 What This Is

A prediction tool that simulates how different donor "archetypes" would respond to SMS/MMS fundraising creatives.

Instead of A/B testing in production (expensive, slow), we predict winners before sending.

🧠 Why Archetypes Work

  • Response tendencies beat demographics
  • We don't simulate "72-year-old from Ohio"
  • We simulate "person who responds to urgency cues"
  • Psychological triggers > personal details

βœ… Validated Results

  • SoldierStrong: 90% accuracy (9/10)
  • Patriot Donor: 10/10 correct
  • Celebrity Follower: 10/10 correct
  • Impact Seeker: 4/10 (anti-predictive)

βš™οΈ How To Use

  • Paste two creatives (known winner vs loser)
  • Each archetype "votes" with reasoning
  • Majority vote = prediction
  • Adjust weights based on client data

πŸ”¬ Key Insight

Detailed specificity is anti-predictive.

The more analytical the persona (Impact Seeker), the worse it predicts. Real donors respond to emotional triggers, not logical arguments.

πŸ“ˆ Improving Accuracy

  • Weight Celebrity Follower higher for nonprofit
  • Weight Urgency Responder higher for political
  • Consider dropping Impact Seeker (anti-signal)
  • Run 25+ pairs per client for statistical validity
Consulting Patriot Donor...