Deflection only works when the answer already exists.
A realistic AI support estimate starts with your repetitive, documentable questions. Shipping policies, plan limits, setup steps, pricing details, refund rules, and product specs are good candidates because an agent can answer from source material.
Account-specific, emotional, billing-exception, or legal-risk conversations should route to a person. FrontFace is strongest when it handles the repeatable queue and gives your team clean handoff context for everything else.
Sources & methodology3 sources
Source for the AI deflection rate benchmark range of 40–70% used as the default slider bounds.
Industry-average handle time of 6–9 minutes per email ticket used to calibrate the 7-minute default.
Loaded hourly cost includes employer-paid benefits averaging 30–40% on top of base wages for service roles.
Frequently asked questions
- What is a realistic ticket deflection rate?
- For small teams with a useful knowledge base, 40-70% of repetitive questions is a reasonable planning range. The real number depends on how much of your support queue is answered by existing docs, product pages, policies, and FAQs.
- Should I include all customer messages in the calculator?
- No. Count only support questions that can be answered from written source material. Exclude refunds that need judgment, angry customers, legal or medical advice, custom account work, and anything where a wrong answer creates real risk.
- How do I improve deflection after launch?
- Review unanswered questions every week, add missing answers to your knowledge base, and connect related pages with internal links. The agent improves when the source material becomes clearer and more complete.