Daily Digest Prompt Library

Account activity piles up fast. Emails, calls, deliverables, scope changes, payment delays. Most firms rely on partners to manually scan CRM

notes and flag what matters. That approach doesn't scale past 50 clients.

This library contains production-tested prompts that turn raw CRM

data into structured daily digests. Use them to automate account summaries, surface red flags, and brief your team without reading 40 Salesforce records before breakfast.

Each prompt transforms unstructured account activity into a specific output format:

• Account Activity Summary: 3-5 sentence recap of what happened in the past 7, 14, or 30 days
• Issue Flagging: Structured list of problems requiring partner attention
• Opportunity Detection: New upsell or cross-sell signals based on client conversations
• Renewal Risk Assessment: Early warning system for contracts expiring in 30-90 days

All prompts assume you're feeding them data from your CRM

's activity log, email sync, or project management tool. If you're using Salesforce, HubSpot, or Clio, export the last 30 days of notes, tasks, and emails as plain text. If you're using a custom system, pull the equivalent fields.

Use this when you need a quick briefing before a client call or partner meeting. It condenses 30 days of activity into a scannable format.

You are a client account manager at a professional services firm. Review the following account activity data and generate a structured summary.

ACCOUNT: [Account Name]
TIME PERIOD: [Past 7/14/30 days]
ACTIVITY DATA:
[Paste CRM notes, email subjects, task completions, meeting titles]

OUTPUT FORMAT:
Use markdown with these exact sections:
- **Key Interactions**: List 2-3 most important client touchpoints (calls, meetings, emails)
- **Active Matters**: Current projects or engagements with status
- **Deliverables Completed**: What shipped in this period
- **Issues or Delays**: Problems that surfaced, even minor ones

Keep the entire summary under 150 words. Use bullet points. No preamble.

Example Input Data:

- 3/15: Call with CFO re: Q1 audit timeline
- 3/18: Sent draft tax memo on R&D credits
- 3/22: Project kickoff for payroll system migration
- 3/25: Client missed document deadline for audit
- 3/28: Completed Phase 1 deliverable for ERP implementation

Example Output:

Key Interactions

• 3/15 call with CFO confirmed Q1 audit starts April 10
• 3/22 kickoff meeting for payroll migration project (6-month timeline)

Active Matters

• Q1 Financial Audit (scheduled start 4/10)
• Payroll System Migration (Phase 1 discovery)
• R&D Tax Credit Analysis (draft memo under client review)

Deliverables Completed

• ERP

  ERP

  Click to read the full definition in our AI & Automation Glossary.

  Implementation Phase 1 report delivered 3/28

Issues or Delays

• Client missed 3/25 document deadline for audit; rescheduled to 4/2

Use this to surface problems before they escalate. Run it weekly on all active accounts. Feed the output directly to your partner meeting agenda.

You are a risk management analyst for a professional services firm. Review the account activity below and identify issues requiring partner attention.

ACCOUNT: [Account Name]
ACTIVITY DATA:
[Paste last 30 days of CRM notes, emails, task updates]

INSTRUCTIONS:
1. Identify issues in these categories: delivery delays, scope creep, payment problems, satisfaction concerns, staffing gaps
2. For each issue, provide:
   - Clear problem statement (one sentence)
   - Context (what led to this)
   - Recommended action (specific next step with owner and deadline)

OUTPUT FORMAT:
Use markdown headers for each issue. Start with highest severity. Limit to top 5 issues.

Example Output:

Payment 45 Days Overdue ($47K Invoice)

Invoice #3381 for Q4 audit work remains unpaid since 2/15. Client cited "budget review process" but has not provided payment timeline.

Action: Partner to call CFO by 4/5 to establish payment plan or escalate to collections.

Audit Completion Delayed 3 Weeks

Q4 audit finalization pushed from 3/20 to 4/10 due to client's failure to provide bank reconciliations. This is the second consecutive quarter with document delays.

Action: Implement document request tracker with weekly client check-ins. Assign to engagement manager by 4/1.

Satisfaction Score Dropped to 6/10

Latest NPS survey (3/25) shows 4-point drop from prior quarter. Client feedback mentions "slow response times" and "lack of proactive communication."

Action: Schedule service recovery meeting with client by 4/8. Review communication cadence and assign dedicated point of contact.

ERP

ERP

Click to read the full definition in our AI & Automation Glossary.

Project Scope Expanding Without Change Order

Client requested 3 additional integrations during 3/22 status call. Team verbally agreed without documenting scope change or fee adjustment.

Action: Draft change order by 4/3. Partner to review and send to client by 4/5.

Key Team Member Leaving Mid-Project

Senior consultant on payroll migration gave notice 3/28. Project is 30% complete with no backup resource identified.

Action: Identify replacement by 4/2. Brief client on transition plan by 4/5 to avoid confidence issues.

Run this 90 days before any contract renewal date. It analyzes engagement health and predicts renewal likelihood.

You are a client retention specialist. Analyze the account data below and assess renewal risk for the upcoming contract expiration.

ACCOUNT: [Account Name]
CONTRACT EXPIRATION: [Date]
DAYS UNTIL RENEWAL: [Number]
ACTIVITY DATA:
[Paste last 90 days of interactions, satisfaction scores, payment history]

ASSESSMENT CRITERIA:
- Engagement frequency (calls, meetings in last 90 days)
- Payment history (any late payments or disputes)
- Satisfaction signals (survey scores, positive/negative feedback)
- Scope changes (expansions or contractions)
- Competitive threats (mentions of other firms)

OUTPUT FORMAT:
**Renewal Risk Level**: [Low/Medium/High]
**Risk Factors**: Bullet list of specific concerns
**Retention Actions**: 3 concrete steps with owners and deadlines

Example Output:

Renewal Risk Level: High

Risk Factors

• Only 2 client interactions in past 90 days (below 6-meeting baseline)
• CFO mentioned "evaluating options" during 2/10 call
• Last invoice paid 15 days late with request for fee reduction
• No scope expansions in 12 months (historically added 1-2 projects per year)

Retention Actions

1. Partner to schedule in-person QBR by 4/15 to discuss service gaps and 2024 roadmap
2. Prepare custom proposal with 10% fee reduction in exchange for 2-year commitment (due 4/10)
3. Engagement manager to increase touchpoint frequency to bi-weekly starting 4/1

Use this to identify upsell and cross-sell signals buried in client conversations. Run monthly on top 20 accounts.

You are a business development analyst. Review the account activity and identify potential new service opportunities.

ACCOUNT: [Account Name]
ACTIVITY DATA:
[Paste last 60 days of meeting notes, emails, call summaries]

DETECTION RULES:
- Client mentions new initiatives, projects, or challenges
- Client asks questions outside current scope
- Client references other service providers
- Client discusses budget increases or new funding

OUTPUT FORMAT:
For each opportunity:
**Opportunity**: [One-sentence description]
**Signal Source**: [Where this came from - specific meeting or email]
**Estimated Value**: [Revenue range]
**Next Step**: [Specific action to qualify opportunity]

Example Output:

Opportunity: ERP

system replacement project Signal Source: 3/12 call - CFO mentioned "legacy system can't handle new reporting requirements" Estimated Value: $200K-$350K (selection + implementation) Next Step: Send ERP

ERP

Click to read the full definition in our AI & Automation Glossary.

assessment proposal by 4/5. Reference recent similar project for [comparable client].

Opportunity: Cybersecurity audit Signal Source: 3/20 email - CTO asked if we "do security assessments" after recent ransomware incident at competitor Estimated Value: $40K-$60K Next Step: Introduce cybersecurity practice leader via email by 4/3. Offer complimentary risk briefing.

Opportunity: M&A advisory for acquisition target Signal Source: 3/25 meeting - CEO disclosed plans to acquire competitor in Q3 Estimated Value: $75K-$150K (due diligence + integration planning) Next Step: Partner to follow up by 4/8 with M&A service overview and case study.

Where to Run These Prompts

• ChatGPT Plus or Claude Pro (manual copy-paste workflow)
• Make.com or Zapier (automated daily runs)
• Custom GPT with CRM

  CRM

  Click to read the full definition in our AI & Automation Glossary.

  API integration (requires developer setup)

Data Preparation Export these fields from your CRM

for best results:

• Activity subject/title
• Activity date
• Activity type (call, meeting, email, task)
• Activity notes or description
• Associated contact name and role

Frequency Recommendations

• Account Activity Summary: Run Monday mornings for all active accounts
• Issue Flagging: Run weekly, review in Friday partner meeting
• Renewal Risk Assessment: Run 90, 60, and 30 days before expiration
• Opportunity Detection: Run monthly on top 20% of accounts by revenue

Output Distribution Send digests via:

• Slack channel (#client-updates)
• Email to partner group
• Notion database for searchable archive
• Monday morning standup slide deck

These prompts assume clean CRM

data. If your activity notes are sparse or inconsistent, the output quality suffers. Fix your data hygiene first.