Recommendation Research

Recommendation systems must stay transparent.

Growth Studio can suggest next steps, but it cannot auto-execute risky actions or build manipulative feed mechanics.

Allowed research

  • content quality checklist
  • audience fit scoring from user-provided context
  • post consistency planning
  • timing observations
  • format comparison
  • campaign learning notes
  • creator/business education

Blocked behavior

  • spam automation
  • engagement bait engine
  • botting
  • fake accounts
  • platform manipulation
  • scraping private user data
  • bypassing platform rules
  • misinformation amplification