beam-ai-team/tavily-gtm-research

Tavily GTM Research

Real-time market intelligence and competitive research for GTM teams using Tavily's AI-powered search.

Purpose

Enable GTM teams to conduct fast, comprehensive market research using Tavily's AI-powered search capabilities. This skill provides role-specific workflows for sales, marketing, customer success, partnerships, and vertical strategy, transforming research from a 30-minute manual process into a 5-minute AI-assisted workflow.

Key Benefits:

• 80% faster research - From 30 minutes to 5 minutes per task
• More comprehensive insights - 10-15 sources vs. 3-5 traditional sources
• Real-time data - Current information, not training data
• Source attribution - All results include URLs and citations
• Consistent quality - Standardized research across team

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When to Use

Pre-Meeting Research

• Research prospect companies before sales calls
• Understand client's industry challenges
• Find recent news, funding, or strategic initiatives

Competitive Intelligence

• Track competitor product launches and updates
• Monitor competitor messaging and positioning
• Identify differentiation opportunities

Industry Trends

• Monitor vertical-specific market trends
• Track emerging pain points and shifts
• Gather statistics and data points

Technical Validation

• Research integration possibilities
• Find API documentation for prospects' tech stack
• Validate technical approaches

Content Creation

• Find statistics for proposals and presentations
• Research industry best practices
• Validate claims and trends

Partnership Development

• Research potential partners and their ecosystems
• Understand partner technology stacks
• Find integration opportunities

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Prerequisites

✅ Tavily MCP must be configured in Cursor

Setup Instructions:

1. See: /01-memory/integrations/TAVILY-SETUP-GUIDE.md for complete setup
2. Or: /01-memory/integrations/INSTALL-NOW.md for quick start
3. Verify: Ask "Search Tavily for test query" to confirm it's working

If not configured:

• Configuration file: /01-memory/integrations/tavily-mcp-config.json
• Full documentation: /01-memory/integrations/tavily-mcp.md

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Quick Start

Basic Search

Search Tavily for "AI automation trends 2026"

Advanced Search (Deeper Research)

Search Tavily for "recruitment technology market" with advanced depth

Domain-Specific Search

Search Tavily for "competitor analysis" only from crunchbase.com and linkedin.com

Content Extraction

Extract content from https://example.com/article using Tavily

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Use Cases by Role

For Account Executives (AEs)

Pre-Call Research

Search Tavily for "[Company Name] recent news 2026"
Search Tavily for "[Company Name] industry challenges"
Search Tavily for "[Company Name] competitors"

Competitive Positioning

Search Tavily for "[Competitor] vs Beam AI comparison"
Search Tavily for "[Competitor] customer reviews" only from g2.com and trustradius.com

Deal Support

Search Tavily for "[Industry] ROI statistics automation"
Search Tavily for "[Technology] implementation best practices"

Time Savings: 25 minutes → 5 minutes per prospect research

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For SDRs (Sales Development Reps)

Account Qualification

Search Tavily for "[Company Name] tech stack"
Search Tavily for "[Company Name] pain points [industry]"
Search Tavily for "[Industry] automation challenges 2026"

Personalization

Search Tavily for "[Prospect Name] LinkedIn recent activity"
Search Tavily for "[Company Name] recent announcements"

Industry Research

Search Tavily for "[Industry] trends 2026"
Search Tavily for "[Vertical] market size statistics"

Time Savings: 15 minutes → 3 minutes per prospect research

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For Customer Success Managers (CSMs)

Account Expansion Research

Search Tavily for "[Customer Name] expansion news"
Search Tavily for "[Customer Industry] trends affecting operations"
Search Tavily for "use cases for [product] in [customer industry]"

QBR Preparation

Search Tavily for "[Customer Industry] benchmarks 2026"
Search Tavily for "[Customer Industry] best practices"
Search Tavily for "[Technology] ROI case studies"

Risk Monitoring

Search Tavily for "[Customer Name] layoffs or restructuring"
Search Tavily for "[Customer Industry] economic challenges"

Time Savings: 20 minutes → 5 minutes per QBR prep

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For Marketing Team

Content Research

Search Tavily for "[Topic] statistics 2026"
Search Tavily for "[Industry] case study examples"
Search Tavily for "[Topic] trending discussions" only from medium.com and substack.com

Campaign Intelligence

Search Tavily for "trending topics in [vertical] 2026"
Search Tavily for "[Competitor] marketing campaigns"
Search Tavily for "[Industry] content marketing examples"

SEO & Thought Leadership

Search Tavily for "[Topic] frequently asked questions"
Search Tavily for "[Industry] pain points discussions"

Time Savings: 30 minutes → 5 minutes per content piece research

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For Partnerships Team

Partner Research

Search Tavily for "[Potential Partner] company overview"
Search Tavily for "[Potential Partner] integration partners"
Search Tavily for "[Vertical] technology ecosystem map"

Ecosystem Mapping

Search Tavily for "[Technology] popular integrations"
Search Tavily for "[Platform] partner program"

Due Diligence

Search Tavily for "[Partner] customer reviews"
Search Tavily for "[Partner] recent funding or news"

Time Savings: 40 minutes → 10 minutes per partner evaluation

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For Vertical Leads

Market Intelligence

Search Tavily for "[Vertical] automation trends 2026"
Search Tavily for "[Vertical] market size and growth" only from gartner.com and forrester.com
Search Tavily for "[Vertical] emerging technologies"

Competitive Landscape

Search Tavily for "[Vertical] key players and vendors"
Search Tavily for "[Competitor] market share [vertical]"
Search Tavily for "[Vertical] vendor comparison"

Strategic Planning

Search Tavily for "[Vertical] regulatory changes 2026"
Search Tavily for "[Vertical] investment trends"
Search Tavily for "[Vertical] pain points survey data"

Time Savings: 45 minutes → 10 minutes per market research task

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Search Patterns & Templates

Pre-Meeting Research Template

1. Search Tavily for "[Company] recent news 2026"
2. Search Tavily for "[Company] [industry] challenges"
3. Search Tavily for "[Company] tech stack"
4. Search Tavily for "[Industry] trends 2026"

Competitive Intelligence Template

1. Search Tavily for "[Competitor] product updates 2026"
2. Search Tavily for "[Competitor] vs [Our Product] comparison"
3. Search Tavily for "[Competitor] customer reviews" only from g2.com
4. Search Tavily for "[Competitor] pricing changes"

Content Research Template

1. Search Tavily for "[Topic] statistics 2026"
2. Search Tavily for "[Topic] case studies"
3. Search Tavily for "[Topic] best practices"
4. Search Tavily for "[Topic] expert opinions" only from authoritative-site.com

Technical Validation Template

1. Search Tavily for "[Technology] API documentation"
2. Search Tavily for "[Technology] integration guide"
3. Search Tavily for "[Technology] implementation examples"
4. Search Tavily for "[Technology] common issues"

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Best Practices

Query Optimization

Be Specific

• ❌ Bad: "Search Tavily for AI"
• ✅ Good: "Search Tavily for AI automation in recruitment 2026"

Use Quotes for Exact Phrases

• ❌ Bad: "Search Tavily for machine learning model"
• ✅ Good: "Search Tavily for 'machine learning model deployment best practices'"

Add Time Context

• ❌ Bad: "Search Tavily for market trends"
• ✅ Good: "Search Tavily for market trends 2026"

Filter by Authority

• ❌ Bad: "Search Tavily for statistics"
• ✅ Good: "Search Tavily for statistics only from statista.com and census.gov"

Search Depth Selection

Use Basic (default) for:

• Quick facts and general information
• Initial exploration
• Time-sensitive research

Use Advanced for:

• Comprehensive research
• Detailed analysis
• Critical decision-making

Domain Filtering

Authoritative Sources:

only from gartner.com and forrester.com and mckinsey.com

News Sources:

only from techcrunch.com and reuters.com and bloomberg.com

Tech Documentation:

only from github.com and stackoverflow.com and docs.domain.com

Business Intelligence:

only from crunchbase.com and linkedin.com and glassdoor.com

Rate Limits & Usage

Development API Key Limits:

• 1,000 searches per month
• Monitor at: https://tavily.com/dashboard
• Upgrade if needed for production use

Best Practices:

• Use basic search for quick lookups
• Save advanced for deep research
• Cache results when possible
• Combine with other research methods

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Integration with Nexus Skills

Enhanced Skills

discovery-brief

• Use Tavily for client industry research
• Gather competitive landscape data
• Find recent company news and initiatives

scope-of-work-creation

• Research technical feasibility
• Find integration documentation
• Validate technology choices

client-qbr-report

• Gather industry trends and statistics
• Find relevant case studies
• Research best practices

qualify-opportunity

• Research prospect company background
• Understand industry challenges
• Validate fit signals

add-integration

• Find API documentation
• Discover endpoint references
• Locate authentication guides

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Troubleshooting

Issue: Tavily tools not appearing

Solution:

1. Verify Tavily MCP is configured in /Users/suf/.cursor/mcp.json
2. Restart Cursor completely (⌘ + Q, then reopen)
3. Wait 5-10 seconds for MCP servers to initialize
4. Test with: "Search Tavily for test query"

Issue: No results found

Solution:

• Broaden search terms
• Remove domain filters
• Check spelling
• Try different keywords

Issue: Irrelevant results

Solution:

• Add more specific terms
• Use domain filtering
• Try advanced search depth
• Add year/context (2026)

Issue: Rate limit exceeded

Solution:

• Check usage at https://tavily.com/dashboard
• Wait for monthly reset
• Consider upgrading plan
• Use alternative research methods

Issue: Authentication errors

Solution:

• Verify API key in MCP config
• Check for extra spaces or quotes
• Ensure key starts with tvly-
• Restart Cursor after config changes

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Resources

Quick Reference

• Command Templates: references/quick-commands.md
• GTM Playbook: references/gtm-playbook.md
• Domain Filters: references/domain-filters.md
• Success Stories: references/success-stories.md

Tavily Documentation

• Setup Guide: /01-memory/integrations/TAVILY-SETUP-GUIDE.md
• Quick Start: /01-memory/integrations/INSTALL-NOW.md
• Complete Docs: /01-memory/integrations/tavily-mcp.md
• How MCP Works: /01-memory/integrations/tavily-mcp-explained.md
• Quick Reference: /01-memory/integrations/tavily-quick-reference.md

External Links

• Tavily Dashboard: https://tavily.com/dashboard
• Tavily API Docs: https://docs.tavily.com
• MCP Documentation: https://modelcontextprotocol.io

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Success Metrics

Individual Metrics

• Research time: 30 min → 5 min per task (83% reduction)
• Sources per research: 3-5 → 10-15 (3x increase)
• Research quality: Self-reported improvement
• Use frequency: Track daily usage

Team Metrics

• Adoption rate: % of team using Tavily weekly
• Use cases created: Team-contributed workflows
• Time savings: Aggregate across team
• Quality feedback: Team satisfaction scores

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Version History

| Version | Date | Changes | |---------|------|---------| | 1.0 | 2026-01-16 | Initial release with role-specific use cases |

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Created: 2026-01-16
Author: Nexus GTM Team
Status: Production Ready
Team: General
Integration: Tavily