🧠 Neftaly GPT-Prompt Integration Strategy for Interviews
Prepared GPT-based prompts help Neftaly:
- Cover wide thematic ground efficiently
- Maintain semantic consistency across interviews
- Ensure depth and comparability in data across segments
✅ 1. Create GPT-Prompt Packs by Research Theme
For each Neftaly focus area, generate prompt packs containing 10–20 high-quality open-ended prompts. Each prompt is extracted or adapted from 100-topic GPT lists.
Example Pack: “Digital Trust & Engagement”
| Prompt # | GPT-Based Prompt |
|---|---|
| 1 | “Can you describe a time you stopped using an app or website? What made you quit?” |
| 2 | “What makes you trust a digital service when you first see it?” |
| 3 | “If Neftaly were a person, what kind of person would it be to you? Why?” |
| 4 | “How do you feel when a service asks for your personal data?” |
| 5 | “Have you ever helped someone else use Neftaly? What was that experience like?” |
✅ 2. Use Prompt Rotation by Segment
Assign different prompt packs depending on the consumer segment or service line under investigation:
| Segment | Focus | Prompt Pack |
|---|---|---|
| Rural learners | Access, affordability, motivation | “Barriers & Breakthroughs” |
| Urban professionals | Convenience, loyalty, outcomes | “Value Perception & Retention” |
| First-time platform users | First impressions, fear, discovery | “Digital Trust & Onboarding” |
✅ 3. Balance Core vs. Optional Prompts
Use a structure like:
- 5 Core Prompts (always asked)
- 3–5 Optional Prompts (rotated based on flow/time)
- 2 Spontaneous Prompts (based on emotional cues or tangents)
📝 Mark prompt usage in your field notes to track coverage.
✅ 4. Link Prompts to Neftaly’s Insight Coding System
Each GPT-based prompt aligns with one or more Neftaly research codes:
| Prompt | Insight Code |
|---|---|
| “What makes a service feel safe?” | TRUST-01, DIGITAL-03 |
| “Tell me about a time Neftaly helped you feel proud.” | EMO-02, VALUE-05 |
| “What would make Neftaly more useful in your daily life?” | UTILITY-01, BARRIER-04 |
This alignment ensures traceability back to Neftaly’s segmentation models, behavioural indicators, and SCRR themes.
✅ 5. Integrate into SCRR-6 Interview Toolkit
Add prompt packs to:
- Interviewer field guides
- Training materials for Neftaly data collectors
- SCRR-6 online intake tools (e.g., Google Forms, KoboToolbox, Neftaly Insight App)
📘 Optional Templates You May Request
- ✅ Pre-filled Neftaly Prompt Pack (editable Word/PDF)
- ✅ Interviewer Log Template with prompt usage tracker
- ✅ Prompt-to-Insight Map Spreadsheet (for analysis & coding)
- ✅ Thematic dashboard for real-time tracking of prompt coverage
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