AdamX
The 10x Case Study Playbook
AdamX

PLAYBOOK

The 10x Case Study Playbook

From 10 to 100 Case Studies Using Your Existing Conversations

Stop waiting for the "perfect" customer interview.

Published

January 2026

www.adamx.ai

Why Case Studies Take 6-8 Weeks

The traditional timeline:

Step Time
Find willing customer 2-3 weeks
Schedule interview 1-2 weeks
Conduct interview 1 hour
Write first draft 1-2 weeks
Customer review/approval 1-2 weeks
Design & publish 1 week
Total 6-10 weeks

That's two months for a single piece of content. If the customer ghosts you at approval—back to square one.

The Real Bottlenecks

1. Finding a willing customer. Your CS team identifies a "happy customer." You reach out. They go dark. Or "not a great time right now." Rinse, repeat.

2. The interview itself. Even willing customers need 30-45 minutes. Scheduling ping-pong adds weeks.

3. Customer approval. Legal review. Marketing wants to "polish" quotes. Two weeks becomes two months—or dies in committee.

The Key Insight

The interview is the bottleneck—but you already have hours of customer conversations recorded. The content exists. You're just not extracting it.

You Already Have the Interview

It's called your call recordings.

The traditional case study process treats the interview as the starting point. But if you have call recordings, you have something better: unscripted, candid conversations where customers reveal how they really feel.

Where to Find Case Study Gold

Instead of scheduling a new interview, mine your existing recordings:

  • Sales calls - Discovery calls capture the "before" state in vivid detail. Demo calls show what resonated. Negotiation calls often include competitive insights.
  • Onboarding kickoffs - Customers articulate their goals and success criteria while they're fresh.
  • QBRs and check-ins - This is where results live. Customers report progress, share metrics, and describe impact.
  • Support escalations (especially resolved ones) - The thank-you after a crisis reveals genuine appreciation you'd never get in a formal interview.
  • Renewal/expansion conversations - Customers justify continued investment to themselves. They articulate value in their own words.

What You're Looking For

As you review transcripts, hunt for four specific elements:

1. THE "BEFORE" STATE

How did they describe their problem? What was broken? What had they tried?

2. THE BUYING MOMENT

Why did they choose you? What differentiated you from alternatives?

3. THE "AFTER" STATE

What results have they mentioned? What's different now? What do they appreciate?

4. QUOTABLE MOMENTS

Specific praise, concrete metrics, or genuine enthusiasm. Moments of authenticity.

Why This Works Better Than Interviews

In a formal interview, customers perform. They know they're being recorded for marketing purposes. They choose their words carefully. They hedge.

In a sales call or QBR, customers are just talking. The authenticity comes through. You also get something interviews can't provide: a story that spans time.

From Recordings to Draft in 60 Minutes

Here's the step-by-step process to turn call recordings into case study content. Set aside about an hour for extraction--the actual writing comes next.

1

Select Your Calls (10 minutes)

For one customer, pull transcripts from 3-5 calls spanning their journey:

  • Initial sales discovery call (captures pain points and requirements)
  • Demo or evaluation call (shows what resonated and why they chose you)
  • At least one recent CS call--QBR, check-in, or renewal (reveals results)

Tip: If you don't have transcripts, most conversation intelligence tools can generate them retroactively.

2

Extract Key Elements (30 minutes)

For each transcript, run this prompt through your AI tool of choice:

AI Extraction Prompt
Analyze this customer call transcript for case study content. Extract the following elements: 1. CHALLENGE: How did the customer describe their problem, pain points, or situation before using us? Look for specific frustrations, failed attempts, or costs of the status quo. Use their exact words where possible. 2. SOLUTION: What specific features or aspects of our product do they mention using? How do they describe their workflow or implementation? What do they say works well? 3. RESULTS: What outcomes, metrics, time savings, or improvements have they mentioned? Include both hard numbers and qualitative wins. Note any before/after comparisons. 4. QUOTES: Identify 3-5 direct quotes that are authentic and compelling. Prioritize quotes that: - Include specific details or numbers - Express genuine emotion or enthusiasm - Describe transformation or impact - Would resonate with similar buyers Format your response as bullet points. Include direct quotes in quotation marks with enough context to understand them.

Run this prompt for each call transcript. You'll end up with multiple extraction documents that together tell the full story.

3

Consolidate & Structure (20 minutes)

Now combine your extractions into a coherent narrative. Use this prompt:

AI Consolidation Prompt
I have extractions from multiple calls with the same customer over their journey with our product. Please combine these into a case study outline. Create a structured outline with: COMPANY OVERVIEW - Company name, industry, and approximate size - Role/title of main contact - Any relevant context about their business CHALLENGE - The problem they were trying to solve (in their words, not ours) - What they had tried before - The impact of the problem on their business SOLUTION - What they actually use (specific features or workflows) - How they describe the implementation or adoption - What they value most RESULTS - Specific metrics if available - Qualitative improvements and wins - Before/after contrasts BEST QUOTES - Select the 3 strongest quotes for pull-quote callouts - For each quote, note why it's compelling Important: Write everything in the customer's voice. Use their actual language and phrasing. Do not embellish or add claims not supported by the transcripts.

At this point, you have a solid case study outline built entirely from real customer conversations. Time for the actual draft.

Time Check

~60 minutes elapsed. You now have a structured outline with real quotes and verified results--without scheduling a single new interview.

Writing the Case Study

Without starting from scratch.

You've extracted the content. Now turn it into a polished draft. This is where AI earns its keep--not by making things up, but by structuring what you've already gathered.

4

Generate First Draft

Take your consolidated outline and run this prompt:

AI Draft Generation Prompt
Using the case study outline below, write a 600-800 word case study. Follow this structure: 1. HOOK (1-2 sentences) Open with the transformation or key result. Make readers want to learn how. 2. ABOUT [COMPANY NAME] (2-3 sentences) Brief context about who they are and what they do. 3. THE CHALLENGE (1-2 paragraphs) The problem they faced, in their words. What was at stake? What had they tried? 4. THE SOLUTION (1-2 paragraphs) What they implemented and how. Be specific about features or workflows they mention. Describe their experience, not just our product. 5. THE RESULTS (bullet points + context) Lead with the most impressive metric or outcome. Include 3-5 specific results. 6. LOOKING AHEAD (optional: 1-2 sentences) Any future plans or expansion they've mentioned. Formatting requirements: - Include 2-3 pull-quote callouts formatted as block quotes - Use subheadings to break up sections - Keep paragraphs short (3-4 sentences max) Tone: Professional but conversational. The customer is the hero--let their voice shine through. Do not exaggerate or add claims not supported by the source material. [Paste your consolidated outline here]

This gives you a solid first draft in about 2 minutes. But you're not done--AI drafts need human review.

5

Human Review & Polish

Never publish an AI draft without verification:

ACCURACY CHECK

  • Verify metrics against transcripts
  • Confirm quotes are exact
  • Check company details

ENHANCEMENT

  • Add public context
  • Strengthen transitions
  • Make the hook compelling

The Approval Hack: Validation, Not Review

Position it as validation, not review. Don't ask "Can we use this?" Ask "Does this accurately reflect your experience?" The first triggers approval workflows. The second is just confirming facts.

Most customers respond within 48 hours because you've made it effortless.

We Built a Tool That Does This Automatically

If you've made it this far, you now have a complete, working method for creating case studies from call recordings. Use it. It works.

But if you're nodding along while thinking "this would be hard to do for every customer at scale"--you're right. That's exactly the problem we built AdamX to solve.

What AdamX Does

AdamX is a Customer Proof Engine that automates the entire process you just learned:

1

Continuous Analysis

Every call recording is automatically analyzed for case study content. You don't have to remember to extract anything.

2

Case Study Readiness Scoring

AdamX identifies which customers have shared compelling results and are ready to be featured. No more guessing.

3

One-Click First Drafts

Select a customer, and AdamX generates a case study draft from their actual conversations.

4

Quote Library

Every compelling quote is captured and tagged. Need proof points for a specific use case? Search and find them instantly.

See It In Action

We can generate a case study from your own call recordings in real-time.

Book a demo: adamx.ai/demo

No pitch deck. No slides. Just your customer conversations transformed into publishable case studies while you watch.

AdamX

The Customer Proof Engine

Turn every customer conversation into case studies, testimonials, and references—automatically.

See It In Action

adamx.ai/demo

Questions? Reach us at hello@adamx.ai

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www.adamx.ai