Return-to-automation rate
The share of customers who choose the automated channel again after an earlier automated interaction — a measure of how today's experience affects tomorrow's automation choice.
Return-to-automation rate asks one question about customer service automation: after a customer has used the chatbot or other automated channel, how likely are they to use it again?
A bot can score well on the interaction in front of it and still weaken the channel. If a failed or frustrating automated experience teaches customers to skip automation next time, the operation pays for it later in more expensive human contacts. The metric makes that delayed effect visible.
How it fits
It is the practical measure behind repeat-channel economics, which looks at what a contact does to the chance the customer will choose automation again, alongside session economics, which looks at the contact itself. It also corrects an over-reliance on containment rate, which can look healthy while the channel gets weaker.
Using it
Track it by journey and by outcome, especially after a failure. If a scope expansion lowers it, the extra automated volume may be spending customer trust faster than it saves cost. This is the basis of channel preservation.
Read more in Your chatbot is borrowing from the next interaction.
Related terms
Repeat-channel economics
The effect an automated interaction has on whether the customer will choose automation again — the future-facing half of AI customer service ROI that session metrics miss.
Session economics
The cost and outcome of a single customer contact with an automated channel — what this interaction cost and what it resolved. It is the narrow, current-contact half of AI service ROI.
Channel preservation
Escalating or declining an automated interaction early, on purpose, to protect the customer's willingness to use the automated channel again — treating escalation as protection, not failure.
Containment rate
The share of customer interactions that stay inside automation without moving to a human agent. A common chatbot KPI that can look healthy while the channel itself weakens.