Sales AI Skill
Meeting Preparation Research Brief
Auto-generate comprehensive pre-meeting research briefs for sales reps, including company intelligence, contact background, likely pain points, discovery questions, and relevant case studies. Use when preparing for sales calls, generating meeting briefs, re...
Meeting Preparation & Research Brief
Auto-generate intelligence packs so reps enter every meeting fully prepared.
Workflow
- Detect upcoming meeting from calendar (Zoom, Teams, Google Calendar integration).
- Pull all available data on the prospect's company, industry, and individual contact.
- AI analyzes data to identify likely pain points, triggers, and conversation angles.
- Generate structured meeting brief with company overview, contact profile, suggested questions, and relevant collateral.
- Deliver brief to rep 1 hour before meeting (email + mobile push notification).
- Post-meeting, update brief with actual outcomes and sync to CRM.
- Learn from outcomes to improve future brief accuracy.
Research Brief Template
PRE-MEETING RESEARCH BRIEF
============================
Meeting: [Prospect Name] — [Company Name]
Date/Time: [DateTime]
Meeting Type: [Discovery / Demo / Follow-up / Executive Brief]
Prepared: [1 hour before meeting]
┌─────────────────────────────────────────────────────────────┐
│ 1. COMPANY SNAPSHOT │
├─────────────────────────────────────────────────────────────┤
│ Company: [Name] │
│ Industry: [Industry] │
│ Revenue: [$ amount] │
│ Employees: [count] │
│ Founded: [Year] │
│ Headquarters: [City, State/Country] │
│ Funding: [Latest round, amount, date, investors] │
│ Tech Stack: [Top 5-10 technologies in use] │
│ Growth Signal: [Growing/Stable/Declining + evidence] │
│ Recent News: [Last 3 significant events] │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ 2. CONTACT PROFILE │
├─────────────────────────────────────────────────────────────┤
│ Name: [Full Name] │
│ Title: [Current Title] │
│ Tenure: [Time in current role] │
│ Previous Role: [Prior company/role] │
│ Education: [University, Degree] │
│ LinkedIn: [Profile link] │
│ Communication [Preferred channel based on history] │
│ Preference: │
│ Past Engagement: [Summary of all prior interactions] │
│ Personality [Communication style: analytical, relational,|
│ Indicators: direct, visionary — based on call history] │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ 3. LIKELY PAIN POINTS (Ranked by Confidence) │
├─────────────────────────────────────────────────────────────┤
│ 1. [Pain point] — [confidence %] │
│ Why: [evidence from data] │
│ Discovery question: [suggested question] │
│ │
│ 2. [Pain point] — [confidence %] │
│ Why: [evidence from data] │
│ Discovery question: [suggested question] │
│ │
│ 3. [Pain point] — [confidence %] │
│ Why: [evidence from data] │
│ Discovery question: [suggested question] │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ 4. DISCOVERY QUESTIONS (Tailored) │
├─────────────────────────────────────────────────────────────┤
│ Strategic: │
│ - [Question 1 related to company strategy/news] │
│ - [Question 2 related to industry trends] │
│ │
│ Tactical: │
│ - [Question 3 about current process/pain] │
│ - [Question 4 about team/workflow] │
│ │
│ Budget/Timeline: │
│ - [Question 5 about budget cycle] │
│ - [Question 6 about decision process] │
│ │
│ Closing: │
│ - [Question 7 about success criteria] │
│ - [Question 8 about next steps] │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ 5. RELEVANT CASE STUDIES & COLLATERAL │
├─────────────────────────────────────────────────────────────┤
│ Case Study 1: [Similar company, same industry, similar size]│
│ - Key outcome: [quantified result] │
│ - Relevance: [why this matters to this prospect] │
│ │
│ Case Study 2: [Similar company, different industry] │
│ - Key outcome: [quantified result] │
│ - Relevance: [cross-industry applicability] │
│ │
│ Collateral to Reference: │
│ - [ROI calculator link] │
│ - [Industry report link] │
│ - [Product demo video link] │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ 6. COMPETITIVE CONTEXT │
├─────────────────────────────────────────────────────────────┤
│ Current Solution: [Known competitor or "unknown"] │
│ If known competitor: │
│ - Switching incentive: [why they might change] │
│ - Common pain with competitor: [specific gap] │
│ - Battlecard reference: [link] │
│ Potential Objections: │
│ - [Anticipated objection 1] → [suggested response] │
│ - [Anticipated objection 2] → [suggested response] │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ 7. MEETING OBJECTIVES & NEXT STEPS │
├─────────────────────────────────────────────────────────────┤
│ Primary Goal: [What success looks like for this meeting] │
│ Secondary Goal: [Stretch objective if meeting goes well] │
│ Desired Next Step: [Specific ask at end of meeting] │
│ Red Flags to Watch: │
│ - [Warning sign 1] │
│ - [Warning sign 2] │
└─────────────────────────────────────────────────────────────┘Data Sources & Enrichment
RESEARCH DATA SOURCES
======================
Company Data:
Source | Data Provided | Latency
------------------------|----------------------------------|----------
ZoomInfo | Revenue, employees, industry, | Daily
| tech stack, org chart |
Clearbit | Company overview, funding, | Real-time
| tech stack, growth metrics |
Crunchbase | Funding history, investors, | Daily
| acquisitions, valuations |
LinkedIn Company Page | Employee count, growth, posts, | Real-time
| recent hires |
Google News API | Recent news articles | Real-time
BuiltWith/Datanyze | Complete tech stack | Weekly
G2/Capterra | Competitor reviews, alternatives | Daily
Contact Data:
Source | Data Provided | Latency
------------------------|----------------------------------|----------
LinkedIn Sales Navigator| Profile, experience, education, | Real-time
| connections, activity |
ZoomInfo | Direct dial, verified email, | Daily
| org position, tenure |
Apollo | Contact details, intent signals | Daily
Clearbit | Enriched profile, social handles | Real-time
Personal CRM Notes | Past interactions, preferences, | Real-time
| personality indicators |
Interaction History:
Source | Data Provided | Latency
------------------------|----------------------------------|----------
CRM (Salesforce) | All past activities, emails, | Real-time
| calls, notes, opportunities |
Gong/Chorus | Call transcripts, sentiment, | Real-time
| talk ratio, key topics |
Email Platform | Open/click history, reply rate | Real-time
Calendar | Meeting frequency, duration | Real-timeBrief Generation by Meeting Type
BRIEF ADJUSTMENT BY MEETING TYPE
=================================
DISCOVERY CALL (First Meeting):
Focus: Understanding pain, qualifying, building rapport
Brief Emphasis:
- Heavy on company research and recent news (conversation starters)
- Contact background for personalization (school, career path)
- Industry-specific pain points and trends
- Open-ended discovery questions
- NO product pitch or case studies (yet)
Duration Guidance: 30-45 minutes
Key Metric: Quality of pain articulation
DEMO PRESENTATION (2nd-3rd Meeting):
Focus: Showing product relevance to identified pain points
Brief Emphasis:
- Recap of pain points from discovery (reference past notes)
- Feature-to-pain mapping (which features address which pains)
- 1-2 relevant case studies (same industry preferred)
- ROI data and quantified outcomes
- Anticipated technical questions based on tech stack
Duration Guidance: 45-60 minutes
Key Metric: Stakeholder engagement during demo
FOLLOW-UP / OBJECTION HANDLING:
Focus: Addressing specific concerns and moving forward
Brief Emphasis:
- Summary of previous meeting outcomes and commitments
- Specific objections raised and prepared responses
- Additional collateral to address concerns
- Next step confirmation and timeline
- Decision process status (any new stakeholders?)
Duration Guidance: 15-30 minutes
Key Metric: Objection resolution and commitment to next step
EXECUTIVE BUSINESS REVIEW / C-LEVEL MEETING:
Focus: Strategic alignment, ROI, business impact
Brief Emphasis:
- Executive-level company overview (skip operational details)
- Strategic initiatives and how solution supports them
- Financial data: ROI, TCO, benchmarks
- Peer company results (same industry, similar size)
- Market trends and competitive positioning
- Short, impactful case studies (1-page max)
Duration Guidance: 30-45 minutes
Key Metric: Executive engagement and budget discussion
COMPETITIVE DISPLACEMENT MEETING:
Focus: Differentiating from incumbent and creating urgency
Brief Emphasis:
- Competitor battlecard (strengths, weaknesses, gaps)
- Switching cost analysis and migration plan
- Defection case studies (customers who switched)
- Incumbent's recent negative news (if any)
- Urgency drivers (contract renewal date, market changes)
Duration Guidance: 45-60 minutes
Key Metric: Champion commitment and timeline accelerationBrief Delivery & Timing
BRIEF DELIVERY TIMELINE
========================
T-24 hours (optional, for strategic accounts):
- Extended brief delivered (includes full org chart, competitor analysis)
- Deep research with news archive, earnings calls, investor presentations
- Suggested multi-threading targets (other contacts to engage)
T-1 hour (standard delivery):
- Core meeting brief delivered via:
* Email with structured HTML brief
* Slack/Teams notification with link
* Mobile push notification (on-app)
* Calendar event attachment (PDF)
- Brief includes: all 7 sections from template above
- One-click access to case studies, battlecards, ROI tools
T-15 minutes (quick refresh):
- Push notification: "Meeting in 15 min — 3 key points to remember"
- Top 3 pain points with confidence scores
- Primary discovery question
- Desired outcome and next step ask
T+0 (post-meeting):
- Prompt rep to update brief with actual outcomes
- Auto-sync call notes to CRM
- Generate follow-up email draft based on brief + call notes
- Schedule next meeting if agreed during callAnalytics & Quality Metrics
BRIEF QUALITY METRICS
=======================
Usage Metrics:
Briefs generated: [count]
Briefs viewed by rep: [count] ([%])
Average time spent reading brief: [X minutes]
Brief sections most viewed: [ranking]
Quality Metrics:
Pain point accuracy (confirmed in meeting): [%]
Case study relevance (used in meeting): [%]
Discovery question utility (rep rating 1-5): [avg]
Brief completion rate (all 7 sections populated): [%]
Business Impact:
Meeting win rate with brief vs. without: [% vs %]
Average meeting quality score (post-call rating): [X/5]
Discovery call-to-demo conversion: [%]
Demo-to-proposal conversion: [%]
Rep time saved on manual research: [X hours/week]
AI Accuracy:
Company data accuracy: [%] (verified vs. CRM)
Pain point prediction accuracy: [%]
Contact data freshness: [% within 30 days]
Competitive intelligence accuracy: [%]Edge Cases
- No prior engagement (cold meeting): First-ever meeting with a cold prospect who responded to outreach
- Mitigation: Brief emphasizes company research and industry context over interaction history
- Include "ice breaker" conversation starters (recent news, mutual connections, industry events)
- Add discovery-focused questions for qualification
- Flag as "cold" so rep knows to spend more time on rapport building
- Last-minute meeting: Meeting scheduled with <1 hour notice
- Mitigation: Generate "speed brief" with top 5 essentials only
- Prioritize: company name, contact title, meeting type, 3 discovery questions, 1 case study
- Rep can expand to full brief during meeting if needed
- Auto-send extended brief post-meeting for follow-up preparation
- Multi-stakeholder meeting: Multiple contacts from same company in one meeting
- Mitigation: Generate separate brief sections for each attendee
- Highlight role differences and likely perspectives of each person
- Suggest questions tailored to each stakeholder's role
- Include group dynamics tips (who might agree/disagree, who drives conversation)
- International prospect: Contact in different country/time zone with cultural considerations
- Mitigation: Brief includes cultural context (communication style norms, business etiquette)
- Time zone conversion for all referenced events
- Local market data and regulations relevant to their country
- Language preference noted (may need translation or bilingual collateral)
Integration Points
- Google Calendar/Outlook/Teams: Meeting detection; auto-brief generation on invite creation
- Salesforce/HubSpot: CRM data pull; post-meeting notes sync; opportunity stage tracking
- ZoomInfo/Clearbit/Apollo: Real-time company and contact enrichment
- Gong/Chorus: Call history and transcript analysis for personalized briefs
- LinkedIn Sales Navigator: Contact profile and activity data
- Slack/Teams: Brief delivery via push notification and channel messages
- Seismic/Highspot: Case study and collateral recommendation engine
- Crunchbase: Funding and M&A event data for trigger-based brief updates