Bill BrownFounder of ServiceTitan Hacks community (9k+ pros) | INC 5000 Contractor | Helping contractors win with AI & Automation

Unlock Membership P&L: SmartACU ROI Secrets Revealed! #shorts

16 Mar 2026 · 1 min

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In this short, the speaker explains that constructing a comprehensive, accurate membership profit‑and‑loss (P&L) and return‑on‑investment (ROI) analysis requires roughly two years of data. While a full, line‑by‑line P&L isn’t feasible early on, the team can still evaluate individual activities that drive financial outcomes. They note that for customers who have been using SmartAC long enough, they can produce a detailed, cent‑level P&L that isolates exactly how much SmartAC has contributed to the program’s earnings, both historically and currently. However, creating such granular reports is time‑intensive.

Chapters

we can't put a really, I'd say, meaningful, complicated, full membership P&L ROI together until you've got about 2 years of data. But what we can do every step along the way, look at the activities that lead towards that. And we've got customers that have been there long enough that we can build literally a line-by-line complete P&L of their entire membership program and tell them exactly what they're making, what they were doing before, what they're making now, and the exact, you know, to the cent dollar value that SmartAC has brought to them. But that takes time.