Response Debt Compounding

Response Debt Compounding treats every unanswered review as a liability that accrues interest. A single ignored one-star review does not stay neutral: it sits in public view, shapes the next prospect's read of the business, and drags local search signals that agencies are paid to protect. The framework asks agencies to measure response debt as a balance sheet item, not a task queue. Count reviews older than 72 hours without a reply, weight them by star rating, and track the total weekly. A client with 40 open negatives carries a different risk profile than one with 4, even when both show a 4.6 average. Platforms such as Grade.us and Reviewly shorten the collection loop, but collection without a response cadence just grows the debt faster. The payoff is a retainer conversation grounded in a number the client can watch fall.