Escalation Debt Ratio

Escalation Debt Ratio is the share of chatbot conversations that must hand off to a human, and it is the number that decides whether a website chatbot is a margin asset or a hidden retainer cost. A widget that deflects 70% of inquiries looks strong in a demo, but if the remaining 30% arrive without context, an agency absorbs the re-qualification time inside a fixed monthly fee. The ratio matters because it moves in both directions: better grounding lowers it, while new client offerings raise it. Havlo and SiteGPT both push full conversation context to the human agent at handoff, which keeps the debt from compounding. Track the ratio monthly per client, price the human tier against it, and treat any climb above the contracted threshold as a scope conversation rather than an absorbed cost.