Signal Harvest Ratio

Signal Harvest Ratio measures how much usable client intelligence an agency extracts per hundred community conversations triaged. Most agencies treat inbox work as pure cost: a moderator answers questions, closes threads, and the retainer renews on response time alone. The ratio reframes that labor as an input to the content factory. A community running on Circle's multi-channel inbox or Discourse's AI-assisted moderation produces recurring question clusters, feature complaints, and objection language that map directly to next month's content calendar and roadmap memos. Agencies that log and tag these clusters can bill the same hours twice: once as moderation, once as research. The ratio matters because moderation retainers are sticky but thin, while insight deliverables carry higher margin and justify scope expansion. A practical benchmark: for every 100 threads handled, a healthy program yields 8 to 12 tagged insight items. Below five, the inbox is a cost center. Above fifteen, the agency has a defensible research product to sell.