{"site":{"name":"Koji","description":"AI-native customer research platform that helps teams conduct, analyze, and synthesize customer interviews at scale.","url":"https://www.koji.so","contentTypes":["blog","documentation"],"lastUpdated":"2026-05-25T15:58:09.105Z"},"content":[{"type":"documentation","id":"69c513f2-fe1a-4c0e-8f2a-e7aa540ee514","slug":"jtbd-switch-interviews-at-scale","title":"How to Run 50 Switch Interviews in a Week Without a Research Team","url":"https://www.koji.so/docs/jtbd-switch-interviews-at-scale","summary":"JTBD Switch Interviews map the Four Forces of Progress (Push, Pull, Anxiety, Habit) behind customer switching decisions. AI-moderated interviews automate the technique at 10x scale. Koji supports JTBD methodology natively. Convert existing survey questions at koji.so/kojify.","content":"The Jobs to be Done Switch Interview is the most powerful technique for understanding why customers change products. Developed by Bob Moesta and Chris Spiek, it maps the Four Forces of Progress -- Push, Pull, Anxiety, and Habit -- that drive every buying decision. Traditionally, running 20 switch interviews takes 2-3 weeks of scheduling, conducting, and analyzing. With AI-moderated interviews, teams run 50+ in a single week.\n\n## What Is a Switch Interview?\n\nA switch interview reconstructs the timeline of a customer's decision to change from one solution to another. It is NOT a satisfaction survey. It is a narrative investigation that answers:\n\n- **When did they first think about switching?** (First Thought)\n- **What were they doing about it passively?** (Passive Looking)\n- **What triggered active evaluation?** (Active Looking -- Event 1)\n- **What made them decide?** (Deciding -- Event 2)\n- **What happened after they switched?** (Consuming)\n\n## The Four Forces of Progress\n\n| Force | Direction | Example Question |\n|-------|-----------|------------------|\n| **Push** | Away from current solution | \"What was happening that made the current solution unacceptable?\" |\n| **Pull** | Toward new solution | \"What attracted you to the alternative?\" |\n| **Anxiety** | Against switching | \"What almost stopped you from making the change?\" |\n| **Habit** | Against switching | \"What did you have to give up or learn?\" |\n\nAll four forces must be understood to explain why a customer switched (or didn't). Traditional surveys can capture Push and Pull but completely miss Anxiety and Habit because those require probing follow-up questions.\n\n## Why Switch Interviews Break at Scale\n\nThe switch interview technique has three scaling problems:\n\n1. **Each interview takes 45-60 minutes** -- the timeline reconstruction requires patience and probing\n2. **Interviewer skill matters enormously** -- knowing when to probe \"weird\" details (\"You said you googled it on a Tuesday night at 11pm -- what was going on?\") is the difference between surface data and breakthrough insight\n3. **Analysis is manual and time-consuming** -- coding interviews into the Four Forces framework takes 2-3x the interview duration\n\n## How AI Interviewers Run Switch Interviews\n\nKoji's AI interviewer is configured with the JTBD methodology framework and follows switch interview principles automatically:\n\n### Timeline Reconstruction\nThe AI reconstructs the switching timeline by asking about the first thought, then probing forward chronologically:\n- \"Take me back to when you first realized the old way wasn't working...\"\n- \"What happened between thinking about it and actually doing something?\"\n- \"What was the specific moment you decided to make a change?\"\n\n### Force-Specific Probing\nThe AI automatically probes each of the Four Forces:\n- **Push probing:** \"You mentioned frustration with [X]. How often was that happening? What did it cost you?\"\n- **Pull probing:** \"What about [new solution] stood out? How did you first hear about it?\"\n- **Anxiety probing:** \"What almost stopped you from switching? What were you worried about?\"\n- **Habit probing:** \"What workflows or habits did you have to change? What did you miss from the old way?\"\n\n### Weird Detail Detection\nThe AI recognizes when respondents mention unusual specifics (\"I was at my kitchen table at midnight\") and probes them -- because context reveals motivation.\n\n## Running 50 Switch Interviews in a Week\n\n### Step 1: Set Up Your Study\n- Go to [koji.so/dashboard](/dashboard) and describe your research goal\n- Select the \"Jobs to be Done\" methodology\n- Or convert existing survey questions at [koji.so/kojify](/kojify)\n\n### Step 2: Configure Your Questions\n- Start with the First Thought: \"Tell me about when you first realized [current solution] wasn't enough...\"\n- Add 8-12 questions following the timeline\n- Set probing depth to 2-3 follow-ups per question\n- Enable voice mode for richer narratives\n\n### Step 3: Distribute\n- Share the interview link with recent customers who switched TO your product\n- Also interview customers who switched AWAY (churned) for the other side\n- No scheduling -- respondents complete when convenient\n\n### Step 4: Analyze\n- Koji generates per-interview summaries with Forces of Progress coding\n- Cross-interview theme analysis reveals common Push/Pull/Anxiety/Habit patterns\n- Executive report synthesizes findings into switching narratives\n\n## Switch Interview vs Survey: What You Miss\n\n| What You Learn | Survey | Switch Interview |\n|---------------|--------|------------------|\n| Which competitor they came from | Yes | Yes |\n| Why they switched (stated) | Surface reason | Deep narrative |\n| Timeline of decision | No | Full reconstruction |\n| Emotional triggers | No | Yes (tone, stories) |\n| Anxieties that almost stopped them | No | Yes |\n| Habits they had to break | No | Yes |\n| The \"struggling moment\" | No | Yes (specific event) |\n\n## Try It Now\n\nIf you have customers who recently switched to (or from) your product, you can start switch interviews today:\n\n1. Visit [koji.so/kojify](/kojify) if you have existing survey questions to convert\n2. Or create a new JTBD study at [koji.so/dashboard](/dashboard)\n3. Share the link with 20-50 recent switchers\n4. Review Forces of Progress insights within days\n\n## Further reading on the blog\n\n- [The Complete Guide to Jobs-to-Be-Done Interviews (JTBD Framework 2026)](/blog/jobs-to-be-done-interview-guide-2026) — Jobs-to-be-done interviews reveal why customers really switch to — or away from — your product. This complete guide covers the JTBD framewor\n\n<!-- further-reading:blog -->\n","category":"Research Methods","lastModified":"2026-05-24T03:23:14.655965+00:00","metaTitle":"JTBD Switch Interviews at Scale: Run 50 in a Week with AI","metaDescription":"How to run Jobs to be Done switch interviews at scale using AI. Covers the Four Forces of Progress, timeline reconstruction, and scaling from manual to automated.","keywords":["jobs to be done interviews","JTBD interview guide","JTBD interview questions","switch interview","forces of progress","jobs to be done framework tool","JTBD at scale","bob moesta interview"],"aiSummary":"JTBD Switch Interviews map the Four Forces of Progress (Push, Pull, Anxiety, Habit) behind customer switching decisions. AI-moderated interviews automate the technique at 10x scale. Koji supports JTBD methodology natively. Convert existing survey questions at koji.so/kojify.","aiPrerequisites":["Basic understanding of Jobs to be Done framework","Experience running customer interviews or surveys"],"aiLearningOutcomes":["Run JTBD switch interviews at scale with AI","Understand and probe the Four Forces of Progress","Convert existing survey questions to switch interview format","Analyze switching narratives using AI-generated insights"],"aiDifficulty":"intermediate","aiEstimatedTime":"14 minutes"}],"pagination":{"total":1,"returned":1,"offset":0}}