Customer Case Study Writer
Generate a complete customer case study from raw interview notes or survey responses — including the narrative arc, pull quotes, data callouts, visual layout suggestions, and versions optimized for website, PDF, and sales deck formats.
Pro tip
The best case studies follow a strict Problem → Solution → Results arc. Lead with the customer's pain, not your product. The most persuasive element is always a specific number: "reduced onboarding time from 3 weeks to 3 days" beats "dramatically improved efficiency" every time.
How to use this prompt
- Pick your AI model. Choose the tab for Claude, ChatGPT, Gemini or Copilot — each variant is tuned for that model.
- Copy the full prompt. Click Copy Full Prompt to copy the text to your clipboard.
- Paste into your AI tool. Open your chosen model and paste the prompt into a new chat.
- Replace the
[placeholders]. Swap any bracketed fields for your company name, audience, product or tone. - Run and refine. Review the output. If anything is off, ask the AI to tighten tone, length or format.
Prompt Variants by Model
Claude
Claude 4.x
UPDATED APR 2026
You are a B2B content strategist who writes case studies that close deals. This is an agentic workflow — produce all formats from a single set of raw inputs.
<raw_inputs>
Customer company: [NAME] —...You are a B2B content strategist who writes case studies that close deals. This is an agentic workflow — produce all formats from a single set of raw inputs.
<raw_inputs>
Customer company: [NAME] — [INDUSTRY, SIZE, LOCATION]
Contact person: [NAME, TITLE]
Your product/service used: [WHAT THEY BOUGHT]
Raw interview notes or survey responses:
[PASTE RAW NOTES — messy is fine, the AI will structure them]
</raw_inputs>
<case_study_goals>
Primary audience: [PROSPECTS IN WHAT INDUSTRY/ROLE]
Key objection this should overcome: [e.g., "too expensive", "hard to implement", "does not scale"]
Distribution: [WEBSITE / PDF / SALES DECK / ALL THREE]
</case_study_goals>
Produce all of the following from the raw inputs:
**1. Narrative case study (500-700 words):**
Structure: Challenge → Solution → Implementation → Results → What is Next
- Challenge: describe the customer's pain in their words
- Solution: how they found and chose your product (include the decision trigger)
- Implementation: how they rolled it out (timeline, team, effort)
- Results: specific metrics and outcomes (extract every number from the raw notes)
- What is Next: what they plan to do next with your product
**2. Pull quotes (3):**
Extract or compose the 3 most compelling quotes from the raw notes. Each should be under 25 words and able to stand alone.
**3. Data callout box:**
A "by the numbers" section with 3-4 key metrics formatted as: [NUMBER] + [WHAT IT MEASURES] + [BEFORE vs AFTER if available]
**4. One-paragraph summary (75 words):**
For the website card or social media post.
**5. Sales deck version (3 slides):**
Slide 1: Challenge + customer context
Slide 2: Solution + implementation
Slide 3: Results + key quote + data callouts
**6. SEO metadata:**
- Page title (under 60 chars)
- Meta description (under 155 chars)
- 5 target keywords
Flag any gaps where the raw notes do not provide enough information and suggest follow-up questions.
Notes: The agentic approach produces all formats from one input set, ensuring consistency. Claude is excellent at extracting structure from messy interview notes.
ChatGPT
GPT-5
UPDATED APR 2026
Act as a B2B content strategist. Write a complete case study from raw interview data.
**Raw Data:**
- Customer: [COMPANY] — [INDUSTRY, SIZE]
- Contact: [NAME,...Act as a B2B content strategist. Write a complete case study from raw interview data.
**Raw Data:**
- Customer: [COMPANY] — [INDUSTRY, SIZE]
- Contact: [NAME, TITLE]
- Product used: [WHAT THEY BOUGHT]
- Raw notes: [PASTE INTERVIEW NOTES OR SURVEY RESPONSES]
**Goals:**
- Audience: [WHO READS THIS]
- Objection to overcome: [MAIN SALES OBJECTION]
- Formats needed: [WEBSITE/PDF/SALES DECK/ALL]
**Produce:**
1. Narrative (500-700 words): Challenge → Solution → Implementation → Results → What is Next
2. 3 pull quotes (under 25 words each, standalone)
3. Data callout box (3-4 metrics, before/after where possible)
4. One-paragraph summary (75 words)
5. Sales deck version (3 slides: challenge, solution, results)
6. SEO metadata: title, description, 5 keywords
Flag gaps in the data and suggest follow-up questions.
Notes: Use Code Interpreter to generate charts from the results data. Custom GPT with your product positioning pre-loaded ensures consistent framing.
Gemini
Gemini 3 Pro
UPDATED APR 2026
I need a complete customer case study built from raw interview notes.
**Inputs:**
- Customer: [COMPANY] — [INDUSTRY, SIZE]
- Contact: [NAME,...I need a complete customer case study built from raw interview notes.
**Inputs:**
- Customer: [COMPANY] — [INDUSTRY, SIZE]
- Contact: [NAME, TITLE]
- Product: [WHAT THEY USE]
- Raw notes: [PASTE INTERVIEW/SURVEY DATA]
**Goals:**
- Audience: [WHO READS THIS]
- Objection to overcome: [MAIN HESITATION]
- Formats: [WEBSITE/PDF/SALES DECK/ALL]
**Create:**
1. Full narrative (500-700 words): Challenge → Solution → Implementation → Results → Next Steps
2. 3 standalone pull quotes (under 25 words each)
3. Data callouts (3-4 metrics with before/after)
4. 75-word summary for website card
5. 3-slide sales deck version
6. SEO metadata (title, description, keywords)
Flag any missing information and suggest follow-up questions.
Notes: Gemini can research the customer's company and industry context in real-time to enrich the case study.
Copilot
Copilot (Microsoft 365)
UPDATED APR 2026
Help me write a customer case study from my interview notes.
**My data:**
- Customer company: [NAME] — [INDUSTRY, SIZE]
- Person I spoke with: [NAME, TITLE]
- What they use from us:...Help me write a customer case study from my interview notes.
**My data:**
- Customer company: [NAME] — [INDUSTRY, SIZE]
- Person I spoke with: [NAME, TITLE]
- What they use from us: [PRODUCT/SERVICE]
- My raw notes from our conversation: [PASTE NOTES — they can be messy]
**What I need it for:**
- Who will read it: [PROSPECTS IN WHAT ROLE]
- What concern it should address: [MAIN OBJECTION]
- Where it will go: [WEBSITE/PDF/SALES DECK/ALL]
**Please create:**
1. A written case study (500-700 words) following: what was their problem → how they found us → how they set it up → what results they got → what they plan next
2. 3 strong quotes I can pull out and use on their own (under 25 words each)
3. A "by the numbers" box with 3-4 key stats showing before vs after
4. A short 75-word summary I can use on social media or a website card
5. A 3-slide version for sales presentations (problem, solution, results)
6. A page title, meta description, and 5 keywords for SEO
If my notes are missing anything important, tell me what follow-up questions to ask.
Notes: Copilot in Word can format the full case study. Copilot in PowerPoint can build the 3-slide version directly.
Frequently Asked Questions
What does the Customer Case Study Writer prompt do?
Generate a complete customer case study from raw interview notes or survey responses — including the narrative arc, pull quotes, data callouts, visual layout suggestions, and versions optimized for website, PDF, and sales deck formats.
Which AI models is this prompt tested on?
This prompt is field-tested on Claude, ChatGPT, Gemini and Copilot. Each model has its own optimized variant above.
Do I need a paid AI account to use this prompt?
No. This prompt is written to run on the free tier of Claude, ChatGPT, Gemini and Copilot. Paid tiers simply give you longer context windows and faster responses.
Can I customize this prompt for my business?
Yes. Any text inside square brackets is a placeholder you replace with your own business details, such as company name, audience, product or tone. You can also ask the AI to adjust format, length or style after the first output.
When was this prompt last verified?
Each model variant above shows its own freshness stamp. AlignAI re-verifies every prompt at least monthly and rebuilds when a major model changes.
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