Allowed research
Content quality, audience fit, timing observations, format comparison, campaign learning notes, and owner-reviewed follow-up planning.
Growth Intelligence
Study growth patterns without building manipulation systems.
Growth intelligence research turns public patterns into explainable planning notes, recommendation transparency, and ethical next-best-action ideas.
Blocked behavior
Spam automation, engagement bait, botting, fake accounts, fake scarcity, scraping private data, platform-rule bypass, and misinformation amplification.
Review-gated by default
This page documents a research area only. It does not mean SONARA has installed a tool, copied code, connected a provider, approved commercial use, or shipped a live integration.