For Customer Success Managers ·
What you'll accomplish
By the end of this guide, you'll have a repeatable system for generating QBR executive narratives and talking points from your account data in under 90 minutes — replacing a 4–8 hour manual process. You'll use Claude Pro's extended context to paste full account exports and get presentation-ready content back.
What you'll need
Go to claude.ai, create an account, and upgrade to Pro under Settings → Plan. The Pro plan gives you a 200,000 token context window — essential for pasting full account exports.
From Gainsight, ChurnZero, or Salesforce, export the key account data you'll use for the QBR:
Export as CSV or copy-paste from the platform. You don't need to format it — Claude can work with raw data dumps.
Create a text file with this template (customize once, reuse every quarter):
You are helping me prepare a QBR for an executive audience. Here is the account data:
[ACCOUNT DATA]
Customer: [Name]
ARR: [amount]
Renewal date: [date]
Products: [list]
Health score trend: [data]
Usage data: [metrics]
Key milestones this quarter: [list]
Open issues: [list]
[/ACCOUNT DATA]
Draft QBR talking points for the following sections:
1. Executive Summary (3 sentences — value delivered this quarter)
2. Adoption & Usage (3 bullets — where they are vs. goals, what improved, what needs attention)
3. Key Wins (2-3 specific outcomes the customer achieved using our product)
4. Risks & Mitigations (any issues or concerns, with your recommended response)
5. Next Quarter Roadmap (2-3 recommended next steps tied to their goals)
6. Ask (what you want the executive to approve or commit to)
Audience: [stakeholder title, e.g., VP of Operations]
Tone: Strategic, concise, executive-ready — not operational.
Avoid: Feature lists, internal jargon, anything that sounds like a status report.
Open claude.ai and start a new chat. Paste your template with the account data filled in. Send.
What you should see: Claude returns a structured set of talking points for each section — written in executive language, not operational detail.
Review each section:
If any section is off, ask Claude: "The Key Wins section lists product metrics. Reframe them as customer business outcomes. Their stated goal was [goal]."
Open your QBR template in Google Slides or PowerPoint. Copy Claude's talking points into the appropriate slides:
The slides now have text; add the actual data visualizations from your CS platform. Total deck build time: 45–60 minutes.
After building the deck, ask Claude: "Write a 150-word email inviting [executive title] to our QBR on [date]. Key themes: [top 2-3 themes from the deck]. Purpose: get their approval on [the ask]. Tone: professional, brief."
Send the invitation with a 1-paragraph preview of the QBR agenda — executives who know what's coming attend more reliably and engage more meaningfully.