Seasonal Demand Forecaster
14-day job-volume forecast from weather + history. Replaces ServiceTitan Marketing Pro $350/mo.
The problem
ServiceTitan's Marketing Pro forecasting module is a $350/mo upcharge and still just looks at last year's calendar. HVAC + roofing + landscaping shops overstaff cool weeks and get crushed during heat snaps. Prophet + weather data does this for free.
What changes
Every Sunday 7pm: agent pulls 24 months of job history, joins with 14-day weather forecast from Open-Meteo, runs Prophet, and emails owner a staffing + inventory heatmap. 'Wednesday will be +40% vs normal. Pull Luis off PTO.'
A day in the life
What this agent actually does.
- 1
Sun 7:00pm: pulls 24 months of Jobber job closes, tags by type (AC repair, install, PM)
- 2
Sun 7:02pm: Prophet joins 14-day temp + humidity forecast, projects demand per day per job type
- 3
Sun 7:03pm: emails 'Next week: +38% AC repair demand Wed-Fri. Stock 12x run caps.'
Works with
Connect to the tools you already use.
Bundles with
Pairs naturally with these skills.
Dashboard Narrative Weekly
GA4 + Ads + Stripe → one-paragraph weekly email. Replaces Databox $135/mo.
Replaces
Databox Plus $135 + AgencyAnalytics $139
TikTok Creator Collab Finder
Surfaces 50 vetted micro-creators per niche with engagement, audience overlap, rate cards. Replaces Aspire $2K+/mo.
Replaces
Aspire ~$2K+/mo SMB tier + CreatorIQ enterprise alternatives
Owner's Daily Briefing
Every morning at 7am: what happened yesterday, what needs you today, what your competitors did. Replaces a $800/mo virtual EA.
Replaces
$800/mo virtual executive assistant
Add Seasonal Demand Forecaster to your swarm.
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