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User Interviews & Research – Bilingual Notes - Product Management & Agentic AI

Hindi + English mix • Focus: Instagram Reels creation challenges, Journey & Empathy mapping, Questionnaire design, Synthesis → Opportunities


1) Core Purpose (मुख्य उद्देश्य)

  • Understand the “why” behind user behavior (qualitative insights) to inform PM decisions & PMF.
  • Mix methods: Qual (why) + Quant (how many, where) → stronger decisions.

2) Customer Journey Map (कस्टमर जर्नी मैप)

Stages: AwarenessConsiderationDecisionOnboardingUsageLoyalty/Advocacy

  • Awareness: Discover via friends/organic/ads (उत्पाद का पता कैसे चलता है)
  • Consideration: Compare options (विकल्पों की तुलना)
  • Decision: Download/subscribe (प्रारम्भिक निर्णय)
  • Onboarding: Start steps (e.g., video KYC in fintech)
  • Usage: Active engagement (नियमित उपयोग)
  • Loyalty/Advocacy: Recommend/share (वफादारी/प्रचार)

Capture for each stage: Activities, Goals, Pain Points, Emotions.

Instagram Reels example: Creation flow में frustration—too many options, music selection overwhelming.

3) Empathy Map (एम्पैथी मैप)

Purpose: behavioral data से आगे बढ़कर emotions/psychology समझना (विशेषकर B2C/design-heavy products में)।

Says (क्या कहता/कहती) Thinks (क्या सोचता/सोचती) Does (क्या करता/करती) Feels (क्या महसूस करता/करती)
“I’m not a video editor.” Will this reel perform? Tries multiple takes, browses music Overwhelmed, anxious about quality

4) User Interview Process (इंटरव्यू प्रक्रिया) & Questionnaire

  1. Intro & Rapport: Comfort first (आरामदायक माहौल)
  2. Context Setting: Background, frequency, typical behavior
  3. Core Interview: Recent experiences, challenges, barriers (e.g., reel creation)
  4. Usability/Task Observation: Shadow without influencing
  5. Closing: “कुछ और add करना चाहेंगे?”

Timing: 30–45 mins • Questions: 5–9 core + follow-ups

  • Avoid leading or yes/no questions (मार्गदर्शक सवाल नहीं)
  • Open-ended, non-biased; ask about past behavior > hypotheticals
  • Use “why” to dig deeper; Listen ~80%, Talk ~20%
  • Record with consent (सटीक डाटा के लिए)

Good prompts (उदाहरण प्रश्न):

  • “हाल में जब आपने reel बनानी शुरू की—फिर क्या हुआ?”
  • “कौन सा step सबसे ज़्यादा समय लेता है—क्यों?”
  • “Music चुनते समय आप कैसे decide करते हैं?”
  • “आख़िरी बार publish न करने का कारण?”
  • “अगर एक चीज़ बदल पाते—क्या और क्यों?”

5) Synthesizing Findings → Problem Statements

  • Repeated words/phrases (Voice of Customer) नोट करें
  • Patterns in pains, emotions, goals पहचानें
  • Journey + Empathy map पर insights plot करें
  • Triangulate: Qual insights + Quant (funnels) + Competitor benchmark
  • Outcome: Define opportunities, not solutions (e.g., simplify entry points; reduce time; boost confidence; simplify tech)
  • Double Diamond: Discover → Define (फिर Develop → Deliver)

6) Common Pitfalls (गलतियाँ) & Tips

  • Pitfalls: Leading/yes-no, confirmation bias, interrupting, poor documentation
  • Tips: Neutral & consistent script, real scenarios > hypotheticals, respect differing opinions

7) Industry Benchmarks (इंडस्ट्री प्रैक्टिस)

  • Duration: ~30–45 min optimal
  • Questions: 5–9 core + probes
  • Big tech (Google/Meta/Amazon/Apple/MS) → concrete user stories & behaviors

8) Application: Instagram Reel Creation Case

  • Problem: Creation rates stagnant; consumption high
  • Persona insights: Complexity & music selection frustration; performance anxiety
  • Quant: ~76% abandon before publish; major drop-offs: music selection, multi-clip recording
  • Competitor: TikTok ≈ 40% fewer steps → higher creation
  • Opportunities: Simplify entry, shorten time, confidence nudges, technical simplification

Need this as a one-page printable checklist too? (मैं उसी कंटेंट का compact संस्करण बना दूँगा, HTML में ही.)

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