Author Reply Ratio

Shows how often the author replies to comments, revealing whether engagement is conversational or broadcast-only.

What it does

Calculates the ratio of author replies to total comments for posts in the current time window and highlights posts with the lowest participation.

Why it matters

High comment volume without author replies often means missed momentum. This module makes participation visible so teams can see whether engagement is a dialogue or a broadcast.

Use cases

• Founders: spot whether you are sustaining conversations with peers.
• Marketing: measure whether campaign responses are being nurtured.
• Sales: identify posts where stakeholder engagement stalled.
• CS: monitor whether thought leadership is supported with replies.

Value delivered

Surfaces conversational gaps that raw engagement counts hide, helping teams focus on engagement that compounds rather than fades.