12-crew landscaper auto-reschedules rain days from a weather forecast trigger
Premium Estate Care (12 crews) · Thousand Oaks, CA, US ·
What they did
The office was spending 15 hours a week calling clients to reschedule, and estimates took 3–5 days to reach customers. Withn connected Jobber, LMN and the OpenWeather API: when forecast precipitation passes a threshold, the system pauses the day's route and sends affected clients a message with a proposed new date. An AI agent also monitors incoming email.
Reported results
- Vendor-reported: 32 hours a week saved, $4,800 a month in costs saved, a 28% increase in proposal acceptance, lead response under 4 minutes, and an 18% improvement in crew utilization
Tools
Jobber, LMN, OpenWeather API, Twilio
Cost
Not disclosed
Source
Withn: https://withn.tech/case-studies/landscaping-companies
Vendor case study (results reported by the vendor). Source checked 2026-10-20. Results are as reported by the source, not independently audited.
Try it yourself: starter prompt
Our suggested prompt for an AI assistant (ChatGPT, Claude, Grok or your phone-agent tool). It is not from the source.
You book appointments for a landscaping company. Ask for service type, address and preferred day. Offer only these open windows: [paste windows]. Confirm the booking back in one sentence, then send reminders 48 hours and 4 hours before with a one-tap reschedule option.