Audience Demand methodology

Audience demand is more than comments

Kolliq treats audience demand as a cluster of public questions, repeated pain points, topic velocity, supply, and the performance of content answering that demand. Comments alone are useful, but they are not enough.

Demand signals

Repeated public questions, creator comments, visible audience language, and unresolved requests can indicate demand.

Supply check

Kolliq checks whether creators already publish content that answers the demand, and whether that supply performs.

Confidence

Demand is strongest when public questions, supply gaps, performance, and competitor movement align.

What Kolliq cannot claim from public demand alone

Public comments cannot prove exact audience demographics, retention, revenue, conversion intent, or private satisfaction. Kolliq uses demand as evidence for what to investigate next.