Trend Intelligence

Dependencies

• persona-voice/content_pillars.yaml
• analyze_velocity.py

Task

Real-time trend scraping + forward projection (2-4 weeks).

Sources

• APIs: EnsembleData (TikTok/IG/YT scraping)
• Platform updates: knowledge-base/algorithm_updates_2026.md
• Cultural calendar: events, product launches

Analysis

• Velocity: Growth rate (views/hr, engagement delta)
• Saturation: Creator count, format repetition
• Projection: Trend lifecycle stage (emerging/peak/decline)

Output Format

{
  "active": ["Grammy reactions", "Thermostat Game"],
  "rising": ["Group Consensus debates"],
  "saturated": ["Old trend X"],
  "projection": "Trend Y peaks in 10 days, capitalize now"
}