Customer Report (360)

Build a comprehensive report on a single client by pulling structured data from Twenty CRM and conversational context from Gmail, Slack, Notion, Granola, and LinkedIn.

MCP connectors

Connector	Purpose
CRM	Pull customer data and deal history
Notion	Read project notes and meeting logs
LinkedIn (TalkToHumans)	Search contacts, pull DM history and connection status

When to use

• "Everything we know about [client]"
• Pre-meeting brief
• Account health check
• Renewal or upsell prep

Data sources

Source	What to pull
Twenty CRM	Company record, contacts, deal stage, ARR, contract dates, tags
LinkedIn (TalkToHumans)	Connection status, last DM date, conversation highlights, pending invitations
Gmail	Last 10 threads with the client domain - key topics, tone, open asks
Slack	Mentions of the client name in relevant channels - support issues, internal notes
Granola	Meeting transcripts with the client in last 90 days - decisions, commitments, sentiment
Notion	Any client-specific pages or project boards

Process

1. Identify the client - resolve the name to a CRM record; confirm if ambiguous
2. Pull CRM data - company, contacts, deal, contract, ARR, tags
3. Pull LinkedIn data (TalkToHumans) - search contacts, pull DM history, connection status
4. Pull email threads - summarize last 10 threads, flag open asks
5. Pull Slack mentions - summarize relevant messages, flag unresolved issues
6. Pull meeting notes - summarize last 3 meetings, extract commitments
7. Pull Notion pages - link any client-specific docs
8. Reconcile - flag contacts in LinkedIn/Gmail/Slack not in CRM, flag stage mismatches, flag commitments without tasks
9. Synthesize - identify patterns, risks, opportunities
10. Output the report using the template below

Output template

# [Client Name] - 360 Report
Generated: YYYY-MM-DD

## Quick facts
- **Stage**: [deal stage]
- **ARR**: [amount]
- **Contract**: [start] to [end]
- **Primary contact**: [name, role]
- **Health**: [green/yellow/red] - [one-line reason]

## Recent activity (last 90 days)
- LinkedIn: connection status, last DM <date>, conversation summary
- Gmail: <N> threads, last inbound <date>, last outbound <date>
- Slack: <N> mentions, channel: #<name> if any
- Granola: <N> meetings, most recent <date> with <attendees>

## Timeline (last 90 days)
- [date] - [event summary]
- ...

## Open items
- [ ] [item from email/Slack/meetings]
- ...

## Internal context
[What we've discussed internally about this client - from Slack and Notion]

## Recommended next step
[One clear action with owner and deadline]

Guardrails

• Read-only - never modify CRM records, send emails, or post messages
• Flag data gaps - if a source returns nothing, say so explicitly
• No speculation - report what the data shows; flag inferences clearly
• Respect PII - the report is internal-only; still avoid unnecessary personal details
• Ask for confirmation if the client name is ambiguous or matches multiple records

Self-improvement

After the CAO reviews a customer report:

1. Diff what was drafted vs what the CAO found useful vs what she cut - identify patterns
2. Update customer-success/_insights.md with what sections added value and which were noise
3. If the CAO consistently skips a data source or section, note it (may not be worth pulling)
4. If she adds context the report missed, add that source or check to the Data sources table
5. If a report format works well for a specific use case (e.g. pre-meeting vs renewal), save it to customer-success/_examples/ as a reference template