Free tool
Ticket Deflection Calculator
How much would you save if AI handled 40% of your support tickets instead of a human? Plug in your numbers and find out.
Industry average: $15.56. SaaS: $18-35. E-commerce: $3-6.
No self-service: 0-10%. Basic KB: 15-25%. AI chatbot: 30-50%.
AI chatbot: 30-50%. Advanced AI: 50-70%. Best-in-class: 70-85%.
Your savings
How the math works
Deflection rate benchmarks
| Channel | Typical deflection rate |
|---|---|
| Basic FAQ page | 5-15% |
| Knowledge base (static) | 15-25% |
| Rule-based chatbot | 10-30% |
| AI chatbot (NLP-powered) | 30-50% |
| Advanced AI agent (2025+) | 50-85% |
| Self-service portal (well-designed) | 40-60% |
Industry average deflection rate: 23% (source: multiple industry reports). Gartner predicts agentic AI will resolve 80% of common issues by 2029.
Cost per ticket by industry
| Industry | Cost per ticket |
|---|---|
| Retail / E-commerce | $2.70 - $5.60 |
| IT Help Desk (internal) | $6 - $40 |
| SaaS | $18 - $35 |
| Finance / Banking | $15 - $30 |
| B2B support | $30 - $60 |
| Healthcare | $50 - $60 |
| Cross-industry average | $15.56 |
| Self-service resolution | $0.10 - $2.37 |
Sources: MetricNet, Gartner, LiveChatAI, HDI. Self-service costs 7.3x less than agent-assisted support (Gartner).
How to improve your deflection rate
Audit your ticket queue. Pull 3-6 months of data. The top 10-15 request categories by volume are your deflection targets. Password resets, order tracking, billing questions, and how-do-I queries are almost always deflectable.
Build comprehensive self-service content. Cover your top categories with knowledge base articles. Write for scanning, not reading. Add screenshots.
Deploy AI-powered chatbots. Rule-based bots cap out at 20-30%. NLP/LLM-powered bots reach 40-60%+. The quality of the AI model matters enormously.
Surface help proactively. Show contextual help before customers submit tickets. Suggest relevant articles in the ticket form. Use in-app tooltips for common friction points.
Measure from day one. Track deflection rate, resolution rate, and CSAT together. Deflection without satisfaction is just frustration.