Ticket deflection
Ticket deflection — Ticket deflection is the rate at which inbound support questions are resolved without creating a ticket for a human agent — typically by AI, knowledge base search, or self-service flows.
Ticket deflection measures the share of customer support questions answered without a human picking up the case. A 50% deflection rate means half of inbound support volume is resolved by automation; the other half is escalated to your team.
Modern AI support agents deflect tier-1 questions (return policy, sizing, shipping times, order status) with confidence-gated handoff: when the AI's answer confidence falls below threshold, the case is escalated with full conversation context to avoid fake-confident replies.
Mature stores with rich knowledge bases see 40-65% tier-1 deflection rates. The number climbs as your knowledge base grows — Upsell Buddy flags repeated unanswered questions as knowledge gaps so you know what FAQ to write next.
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