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Customer Case Study Draft Writer

Example prompt: "Here's the transcript from our customer interview with Acme. Draft a case study in our standard Challenge / Solution / Results / Quote format, pull out the three strongest quotes, and put it in a Google Doc for review."

The Problem

Case studies are one of the most requested assets by sales teams and one of the hardest to produce consistently. The raw material, usually a 45-minute interview or a filled-out success survey, is good. Turning it into a polished two-page write-up with a clear narrative, sharp quotes, and quantified results takes a strong copy editor three to four hours per case study. Most companies end up with a small stack of good interview recordings that never make it into published form because the write-up stage becomes a bottleneck.

How GloriaMundo Solves It

We build a workflow that takes an interview transcript (pasted or linked from Google Docs) and produces a structured case study draft in your house format. An LLM step reads the transcript and extracts the key narrative elements: the customer's situation before, the problem they were solving, the chosen solution, and measurable outcomes. A second LLM step writes the case study sections in your standard template (commonly Challenge, Solution, Results). A third LLM step selects three strong pull quotes, with attribution and the question they answered. A fourth LLM step drafts a short intro paragraph and a one-line summary suitable for thumbnails and sales enablement. Everything is assembled into a Google Doc and linked in Slack for the marketing reviewer. Glass Box preview shows the full draft before anything is written.

Example Workflow Steps

  1. Trigger (manual): Provide the interview transcript or link a Google Doc that holds it.
  2. Step 1 (LLM): Extract the narrative elements — before state, challenge, solution adopted, measurable results, and any unexpected outcomes.
  3. Step 2 (LLM): Write the main case study sections using your standard format, grounded in the transcript's own language.
  4. Step 3 (LLM): Select 3 pull quotes from the transcript with attribution and the question context, favouring specific phrasing over generic endorsements.
  5. Step 4 (LLM): Draft an intro paragraph and a one-line summary usable in sales collateral and thumbnails.
  6. Step 5 (Integration): Assemble everything into a Google Doc using your case study template, and post a link to #marketing on Slack for review.

Integrations Used

  • Google Docs — where the assembled case study draft is written for review
  • Slack — notifies the marketing reviewer that a draft is ready

Who This Is For

B2B marketing teams that run regular customer interviews, customer success teams who collect success stories but lack editorial capacity, and founders handling their own customer marketing who want interviews converted into shareable case studies without hiring a copywriter for each one.

Time & Cost Saved

A polished case study from a 45-minute interview typically takes a marketer 3-4 hours of writing and editing. This workflow produces a strong first draft in a few minutes and leaves roughly 30-45 minutes of editing to land the final voice. Over a programme that aims for two case studies a month, that is 5-7 hours reclaimed monthly. The workflow uses LLM and integration steps only, so credit cost per run is modest and scales with transcript length.