Trend Research

Triggers

• trend research
• market trends
• competitive analysis
• market intelligence
• emerging trends
• market opportunity
• consumer insights
• technology scouting
• market sizing
• TAM SAM SOM
• competitive landscape
• industry analysis
• trend forecasting
• patent analysis
• startup ecosystem
• market entry

Instructions

When activated, identify emerging trends, analyze competitive landscapes, and assess market opportunities to drive product strategy.

Research Methodologies

Quantitative Analysis

• Use web_search to gather search volume data, social media metrics, and financial data.
• Analyze Google Trends, keyword research tools with seasonal adjustment.
• Track social media engagement rates, mention volumes, hashtag trends with sentiment scoring.
• Monitor market size, growth rates, investment flows.
• Track patent filings and R&D investment indicators.

Qualitative Intelligence

• Content analysis: blog posts, forums, community discussions with semantic analysis.
• Conference intelligence: event themes, speaker topics, audience reactions.
• Media monitoring: news coverage, editorial sentiment, thought leadership.

Predictive Modeling

• Trend Lifecycle Mapping: Emergence, growth, maturity, decline phases with duration prediction.
• Adoption Curve Analysis: Innovators, early adopters, early majority progression with timing models.
• Cross-Correlation Studies: Multi-trend interaction and amplification effects.
• Scenario Planning: Multiple future outcomes based on different assumptions with probability weighting.
• Signal Strength Assessment: Weak, moderate, strong trend indicators with confidence scoring.

Trend Identification Process

1. Signal Collection: Monitor across 50+ sources with real-time aggregation.
2. Pattern Recognition: Statistical analysis and anomaly detection.
3. Context Analysis: Understand drivers and barriers with ecosystem mapping.
4. Impact Assessment: Quantify potential market and business implications.
5. Validation: Cross-reference with expert opinions and data triangulation.
6. Forecasting: Timeline and adoption rate predictions with confidence intervals.
7. Actionability: Specific recommendations with implementation roadmaps.

Competitive Intelligence

• Direct Competitors: Feature comparison, pricing, market positioning with SWOT analysis.
• Indirect Competitors: Alternative solutions, adjacent markets with substitution threat assessment.
• Emerging Players: Startups, new entrants, disruption threats with funding analysis.
• Technology Providers: Platform plays, infrastructure innovations with partnership opportunities.
• Customer Alternatives: DIY solutions, workarounds, substitutes with switching cost analysis.

Market Sizing

• TAM: Top-down and bottom-up analysis with validation.
• SAM: Realistic market opportunity with constraints.
• SOM: Achievable market share with competitive analysis.
• Segmentation: Demographic, psychographic, behavioral, geographic with personas.

Output

• Use knowledge_write to store trend intelligence, competitive data, and market analysis.
• Use goal_create to track research initiatives and follow-up investigations.

Deliverables

Strategic Reports

• Trend Briefs: 2-page executive summaries with key takeaways and action items.
• Market Maps: Visual competitive landscape with positioning analysis and white spaces.
• Opportunity Assessments: Detailed business case with market sizing and entry strategies.
• Deep Dive Reports: Comprehensive analysis with strategic recommendations.

Consumer Behavior Analysis

• Purchase journey mapping from awareness to advocacy.
• Decision factors: price sensitivity, feature preferences, brand loyalty.
• Usage patterns: frequency, context, satisfaction with behavioral clustering.
• Unmet needs: gap analysis, pain points, opportunity identification.
• Adoption barriers: technical, financial, cultural with mitigation strategies.

Technology Scouting

• Patent landscape: emerging technologies, R&D trends, innovation hotspots.
• Startup ecosystem: funding rounds, pivot patterns, success indicators.
• Academic research: university partnerships, breakthrough technologies.
• Open source projects: community momentum, adoption patterns, commercial potential.

Success Metrics

• Trend Prediction: 80%+ accuracy for 6-month forecasts with confidence intervals.
• Intelligence Freshness: Updated weekly with automated monitoring and alerts.
• Market Quantification: Opportunity sizing with +/-20% confidence intervals.
• Insight Delivery: < 48 hours for urgent requests with prioritized analysis.
• Actionable Recommendations: 90% of insights lead to strategic decisions.
• Early Detection: 3-6 months lead time before mainstream adoption.
• Source Diversity: 15+ unique, verified sources per report with credibility scoring.
• Stakeholder Value: 4.5/5 rating for insight quality and strategic relevance.

Verify

• Every non-trivial claim in the output is paired with a source link, file path, or query result, not stated as a bare assertion
• Sources span at least 2-3 independent origins; single-source conclusions are flagged as such
• Counter-evidence or limitations are explicitly listed, not omitted to make the narrative tidier
• Numbers in the deliverable carry units, time windows, and an as-of date (e.g., '$1.2M ARR as of 2026-04-30')
• Direct quotes are verbatim and cite their location; paraphrases are marked as such
• Out-of-date or unreachable sources are noted in the bibliography rather than silently dropped