Real Data: AI Support Bot Resolved 83% of Chats in 3 Months, Order Tracking is Key
max_gladysh · reddit · 2026-08-10
The BotsCrew team shared 3 months of real production data from an AI support bot built for aftermarket auto parts brand S&B Filters. Out of 11,300 visitors, 5,600 engaged in actual conversations, with 83% resolved without human intervention.
The author highlights three key practical takeaways:
- Order status is the whole game: Roughly 3,000 conversations were about order tracking. Boring, high-volume use cases pay for the project, not the clever ones.
- Contextual prompts beat generic greetings: Instead of a generic "Can I help you?", using page context like "Need help with that GMC diesel tank?" dramatically boosts engagement.
- Seamless human escalation: The bot's Zendesk escalation flow has run quietly and flawlessly since April, with zero complaints.
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