Sales Call Summarizer
Process call notes and transcripts into structured summaries, action items, and follow-up emails
Your rep had a great discovery call but the CRM notes say 'good convo, follow up next week.' Three weeks later, nobody remembers the prospect's key objection or the custom pricing they discussed. Structured call summaries with action items and follow-up emails capture deal intelligence before it evaporates.
Who it's for: account executives who need consistent post-call documentation, sales managers reviewing call outcomes across their team, SDRs handing off qualified leads with complete context, sales ops teams improving CRM data quality, revenue leaders who want call intelligence feeding the forecast
Example
"Summarize today's discovery call with Acme Corp" → Structured summary: key pain points discussed with prospect quotes, budget and timeline details, decision-making process mapped, 5 action items with owners and deadlines, objections raised with response effectiveness, and a personalized follow-up email draft
New here? 3-minute setup guide → | Already set up? Copy the template below.
# Sales Call Summarizer
Process call notes or a transcript to extract action items, draft follow-up communications, and update records.
## How It Works
**Option 1: Paste your notes**
Just paste whatever you have — bullet points, rough notes, stream of consciousness. The assistant will structure it.
**Option 2: Paste a transcript**
If you have a full transcript from your video conferencing or conversation intelligence tool, paste it. The assistant will extract the key moments.
**Option 3: Describe the call**
Tell the assistant what happened: "Had a discovery call with Acme Corp. Met with their VP Eng and CTO. They're evaluating us vs Competitor X. Main concern is integration timeline."
## Output
### Internal Summary
```markdown
## Call Summary: [Company] — [Date]
**Attendees:** [Names and titles]
**Call Type:** [Discovery / Demo / Negotiation / Check-in]
**Duration:** [If known]
### Key Discussion Points
1. [Topic] — [What was discussed, decisions made]
2. [Topic] — [Summary]
### Customer Priorities
- [Priority 1 they expressed]
- [Priority 2]
### Objections / Concerns Raised
- [Concern] — [How you addressed it / status]
### Competitive Intel
- [Any competitor mentions, what was said]
### Action Items
| Owner | Action | Due |
|-------|--------|-----|
| [You] | [Task] | [Date] |
| [Customer] | [Task] | [Date] |
### Next Steps
- [Agreed next step with timeline]
### Deal Impact
- [How this call affects the opportunity — stage change, risk, acceleration]
```
### Customer Follow-Up Email
```
Subject: [Meeting recap + next steps]
Hi [Name],
Thank you for taking the time to meet today...
[Key points discussed]
[Commitments you made]
[Clear next step with timeline]
Best,
[You]
```
## Email Style Guidelines
When drafting customer-facing emails:
1. **Be concise but informative** — Get to the point quickly. Customers are busy.
2. **No markdown formatting** — Don't use asterisks, bold, or other markdown syntax. Write in plain text that looks natural in any email client.
3. **Use simple structure** — Short paragraphs, line breaks between sections. No headers or bullet formatting unless the customer's email client will render it.
4. **Keep it scannable** — If listing items, use plain dashes or numbers, not fancy formatting.
## Tips
1. **More detail = better output** — Even rough notes help. "They seemed concerned about X" is useful context.
2. **Name the attendees** — Helps structure the summary and assign action items.
3. **Flag what matters** — If something was important, say so: "The big thing was..."
4. **Tell me the deal stage** — Helps tailor the follow-up tone and next steps.
What This Does
Takes raw call notes, transcripts, or verbal descriptions of sales calls and produces structured internal summaries with key discussion points, customer priorities, objections, competitive intel, action items, and deal impact — plus a professional follow-up email draft.
Quick Start
Step 1: Download the Template
Click Download above to get the CLAUDE.md file.
Step 2: Set Up Your Project
Create a project folder and place the template inside:
sales-calls/
├── CLAUDE.md
├── notes/ # Raw call notes/transcripts
└── summaries/ # Generated summaries
Step 3: Start Working
claude
Say: "Summarize my call — had a discovery call with Acme Corp. Met with their VP Eng and CTO. They're evaluating us vs Competitor X."
Input Options
- Paste notes — Bullet points, rough notes, stream of consciousness
- Paste a transcript — Full transcript from your conferencing tool
- Describe the call — Just tell what happened in your own words
Tips
- More detail = better output — Even rough notes help
- Name the attendees — Helps structure the summary and assign action items
- Flag what matters — "The big thing was..." helps prioritize
- Tell the deal stage — Helps tailor the follow-up tone and next steps
Example Prompts
"Summarize my call with Acme Corp"
"Process these call notes into a summary and follow-up email"
"Extract action items from this transcript"
"Draft a follow-up email for my demo with TechStart"