Overview
Sales teams use Glean's MCP server to gather comprehensive account intelligence, prepare for meetings, and stay on top of deal progress without switching between multiple tools.
Prerequisites
Recommended connectors:
- Salesforce or HubSpot (for CRM)
- Slack
- Gong or Zoom (for call recordings)
- Gmail or Outlook
- Confluence or Notion (for internal wikis)
- Zendesk (for customer health)
- Google Drive (for proposals and presentations)
Supported MCP hosts:
- Claude Desktop
- ChatGPT
- Any MCP-compatible interface
Use Cases
1. Customer 360 / Account Snapshot
Get a comprehensive view of accounts by pulling together opportunities, tickets, and recent discussions.
Generate an account snapshot for [Company Name] using Glean.
Include:
1. All open opportunities and their stages from Salesforce
2. Recent support tickets from Zendesk
3. Active discussions in Slack channels (#sales, #customer-success)
4. Recent emails and meeting notes
5. Product usage or engagement metrics mentioned anywhere
Highlight any red flags or opportunities.
Use Glean to create a 360-degree view of [account]. What's happening
across sales, support, and product? What should I know before my call?
Search Glean for all activity related to [company] in the last 30 days.
Summarize deal status, health issues, and recent wins.
What it does:
- Aggregates information across CRM, support, and communication tools
- Identifies risks and opportunities
- Surfaces recent customer interactions
- Provides complete context before calls
2. Research Prospects and Draft Outreach
Gather intelligence on prospects and create personalized outreach.
I'm reaching out to [prospect name] at [company].
Use Glean to:
1. Search for any past interactions or mentions in our systems
2. Find similar customers in our portfolio (same industry/size)
3. Look for relevant case studies or success stories
4. Check if anyone on our team has connections there
Draft a personalized intro email highlighting relevant customer wins.
Research [prospect company] using Glean. Have we talked to them before?
Do we have customers in the same space? Draft an outreach email.
Use Glean to find case studies and wins relevant to [prospect's industry].
Create talking points for my first call.
What it does:
- Checks for prior engagement history
- Finds relevant case studies and references
- Identifies internal connections
- Drafts personalized outreach
3. Deal Preparation and Call Briefing
Prepare for customer calls with comprehensive background and talking points.
I have a call with [customer name] tomorrow about [topic].
Use Glean to:
1. Pull the latest Salesforce opportunity details
2. Find recent emails and meeting notes with this customer
3. Check for any open support issues or escalations
4. Search for internal discussions about this deal in Slack
5. Locate relevant product documentation or demo assets Create a call prep doc with key context and potential questions.
Prepare me for my customer call. Search Glean for everything about
[account]: recent activity, deal status, pain points, and decision makers.
Use Glean to create a briefing for my QBR with [customer]. What's
their usage, issues, wins, and expansion opportunities?
What it does:
- Aggregates deal context from Salesforce
- Surfaces recent customer communications
- Flags open issues or concerns
- Prepares relevant materials and talking points
4. Competitive Intelligence
Access competitive information from battlecards, calls, and win/loss analysis.
I'm in a competitive deal against [competitor].
Use Glean to:
1. Find our competitive battlecard for [competitor]
2. Search Gong calls where we've competed against them
3. Look for win/loss analysis in Slack or Confluence
4. Check what features or pricing objections come up Summarize their
positioning and our best counter-strategies.
Search Glean for recent deals where we competed against [competitor].
What made us win? What makes us lose?
Use Glean to prepare me for a
competitive situation. Find everything about [competitor]: their strengths,
weaknesses, and our differentiation.
What it does:
- Retrieves competitive battlecards and analysis
- Analyzes win/loss patterns
- Surfaces recent competitive insights from calls
- Provides proven counter-strategies
5. Weekly Account Progress Reports
Track progress across your book of business and identify what needs attention.
Generate a weekly report on my top accounts using Glean.
For each account:
1. Summarize deal progress from Salesforce
2. Note any support escalations or health issues
3. Highlight completed activities and next steps
4. Flag accounts that haven't had activity in 7+ days
Call out red flags and recommend priorities for this week.
Use Glean to create a status report for all my enterprise deals. What
moved forward? What's stuck? What needs my attention?
Search Glean for activity across my territory in the last week. Summarize wins, losses,
and deals needing action.
What it does:
- Aggregates status across multiple accounts
- Identifies stalled deals
- Flags at-risk accounts
- Recommends prioritization
6. Closed-Lost Deal Analysis
Understand why deals are lost to improve future outcomes.
Opportunity [SFDC ID] just moved to closed-lost.
Use Glean to:
1. Search Gong call transcripts for objections and concerns
2. Find Slack discussions about why we lost
3. Check for competitive mentions
4. Look for pricing or feature gaps discussed
Extract insights: Why did we lose? What could we have done differently?
Analyze this lost deal using Glean. What were the objections? Was it
price, features, or something else? Find evidence in calls and emails.
Search Glean for all closed-lost deals to [competitor] this quarter.
What's the pattern? What are we missing?
What it does:
- Analyzes call transcripts for loss reasons
- Identifies common objection patterns
- Surfaces competitive factors
- Informs strategy improvements
7. Customer Success Handoff
Create comprehensive handoff documentation when deals close.
Deal [opportunity name] just closed. Use Glean to create a handoff doc
for customer success:
1. Summarize the sales process and key stakeholders
2. List promised features or customizations from calls
3. Note pain points and use cases discussed
4. Include relevant emails, meeting notes, and demos
5. Highlight expectations set during the sales process
Suggest onboarding priorities and potential expansion areas.
Search Glean for everything about [new customer] during the sales cycle.
Create a transition document for the CSM team.
Use Glean to compile all commitments and expectations for [customer] from sales calls, proposals,
and contracts.
What it does:
- Synthesizes the entire sales journey
- Documents commitments and expectations
- Identifies key stakeholders and pain points
- Ensures smooth customer success transition
8. Territory Planning and Prioritization
Analyze your territory to identify the best opportunities.
Help me plan my quarter. Use Glean to analyze my territory:
1. List all accounts with open opportunities in Salesforce
2. Identify accounts with high engagement but no active deal
3. Find customers mentioned in expansion discussions
4. Check for at-risk accounts with recent support escalations
Recommend where I should focus my time for maximum pipeline impact.
Search Glean for signals indicating expansion opportunities: increased usage,
new stakeholder engagement, feature requests, budget discussions.
Use Glean to identify my most engaged accounts that aren't in an active sales
cycle. Who should I reach out to?
What it does:
- Analyzes account health and engagement
- Identifies expansion signals
- Flags at-risk customers
- Recommends prioritization strategy
9. Proposal and RFP Support
Gather information to respond to proposals and RFPs quickly.
I need to respond to an RFP asking about [specific requirements]. Use Glean to:
1. Find similar past proposals we've submitted
2. Locate relevant product documentation and specs
3. Search for customer references in the same industry
4. Check if we have compliance certifications they're asking for
Draft responses to the key technical requirements sections.
Search Glean for our standard responses to RFP questions about security,
compliance, and integration capabilities.
Use Glean to find case studies, ROI data, and testimonials relevant to
[prospect's industry] for this proposal.
What it does:
- Locates past proposal content for reuse
- Finds relevant documentation and specs
- Identifies appropriate case studies
- Accelerates response creation
10. Lead Qualification and Enrichment
Quickly qualify inbound leads with context from multiple sources.
New lead: [name] from [company]. Use Glean to qualify:
1. Check if this company is already in Salesforce
2. Search for any past interactions or demo requests
3. Look for similar customers in our base (industry/size)
4. Find mentions of this company in Slack or emails
Assess fit and recommend whether to prioritize this lead.
Search Glean to see if anyone's talked to [company] before. Are they
already a customer? Have we engaged with them?
Use Glean to research [inbound lead]. Find relevant talking points, similar
customers, and our best positioning for their industry.
What it does:
- Checks for existing relationships
- Identifies similar customers for reference
- Assesses lead quality and fit
- Provides context for initial outreach
Best Practices
Keep CRM Data Current
MCP works best when your Salesforce data is up to date:
- Ensure opportunities have current stages and close dates
- Tag deals with relevant industries, competitors, use cases
- Keep contact roles and stakeholder information current
Use Specific Account Identifiers
✅ "Account: Acme Corp (SFDC ID 001...)"
✅ "Opportunity: Q4 Enterprise Deal (Opp-12345)"
❌ "That big deal I'm working on" (too vague)
Combine Real-Time with Historical
What's the current deal status? And what were the key concerns raised in
our last three calls with this customer?
Request Actionable Outputs
Not just "summarize this account" but "identify the top 3 risks and suggest
specific actions I should take this week"
Verify Before Sending Externally
Always review Glean's output before sending to customers. Ensure accuracy
and appropriateness of any competitive or internal information.
Troubleshooting
Missing Salesforce data?
- Verify Salesforce connector is properly configured
- Check that necessary fields and objects are being indexed
- Ensure your user permissions allow access to the data
Incomplete call intelligence?
- Confirm Gong or similar tool is connected
- Check that call recordings are being transcribed
- Verify date ranges match when calls occurred
Can't find competitive intel?
- Check that Confluence or document repositories are indexed
- Search for specific competitor names or product names
- Look in both formal battlecards and informal Slack discussions
Generic account summaries?
- Be more specific about what you need (deal status, health, risks)
- Reference specific time frames ("last 30 days")
- Ask for specific types of information (support issues, expansion signals)
See also