- May 22, 2025
Know Your Numbers: The Foundation for Growth—And Now, for AI
- Christine Lawson
- AI, Know Your Numbers
- 0 comments
It confirmed what I’ve been learning: AI agents are just around the corner. And the real bottleneck?
It’s not the tech—it’s the human getting the right information out of their head and into a system where AI can use it.
It’s about setting up the right workflows, structure, and visibility so agents can act.
I know it sounds like sci-fi—but it’s not. This is happening now.
So if you have even an ounce of strategic bone in your body, keep reading.
You’re about to learn how to get ahead—while so many others get left behind.
Why Knowing Your Numbers Has Always Been Non-Negotiable
In the world of home services—plumbing, HVAC, electrical, roofing, gutters, landscaping, and beyond—success has always rested on a solid operational foundation. And at the core of that foundation?
Knowing your numbers.
Revenue. Margin. Labor cost. Conversion rate. Close time. Call volume. Job completion rates.
These numbers aren’t just “nice to know.” They tell you if your business is healthy, profitable, growing—or slowly bleeding cash.
But here’s the hard truth: most home service business owners don’t actually know their numbers.
Or if they do, they’re outdated, scattered across sticky notes, or buried in someone’s head.
This was already costing companies money.
Now—with AI stepping onto the scene—it’s about to cost them everything.
Let’s start with the basics. You can’t manage what you don’t measure.
If you want to:
Price your services for profit
Hire your next tech confidently
Plan for marketing spend
Understand which team members are your MVPs
Spot repeat service issues before they become callbacks
...you must be tracking metrics. That doesn’t require fancy software. A spreadsheet can be enough. But you have to be intentional and consistent- and honestly you will probably learn REALLY fast that software is your savior.
Here are just a few things home service companies should always be tracking:
✅ Operational & Job Data
Average job duration
First-time fix rate
Labor hours per job
Materials cost per job
Call-to-schedule time
Completion vs. estimate time
Customer satisfaction score (NPS or surveys)
💵 Financial Metrics
Revenue per tech per day
Gross margin per service line
Average ticket size
Close rate from estimates
Cost per lead
Customer acquisition cost (CAC)
Overhead ratio
📈 Sales & Marketing Insights
Lead source (by customer)
Quote follow-up rate
Conversion by channel (Google, FB, word-of-mouth)
Maintenance plan acceptance rate
Customer retention & frequency
🧠 CRM & Systems Hygiene
Customer profile completeness
Accurate tagging (unit age, referral source, discounts, special segments)
Duplicate profile cleanup
Service agreement tracking
Equipment and install notes attached per customer
Here’s the Shift: AI Tools Are Built on This Data
Let’s be clear: AI won’t fix a messy backend.
Right now, platforms like Housecall Pro, ServiceTitan, and even custom GPT tools are starting to leverage AI in powerful ways:
Auto-answering calls and summarizing them
Providing financial snapshots instantly
Helping business owners problem-solve operations or hiring decisions
Generating estimates or service descriptions
Even marketing AI that drafts campaigns or emails
BUT — if your data is inaccurate or missing — these tools can’t help you.
It’s the classic rule: Garbage in = garbage out.
If your time tracking is off… AI can’t calculate true job profitability.
If you haven’t tagged your customers properly… AI can’t segment campaigns.
If your pricing is outdated… AI-generated quotes could tank your margins.
If lead sources aren’t logged… AI can’t show you what’s working.
Soon, AI Won’t Just Analyze—It Will Execute
Here’s where things get serious.
We’re quickly moving into an age where AI tools won’t just surface insights. They’ll take action.
Very soon, you’ll be able to:
Ask your AI to find every customer with a 10+ year-old high-efficiency system
Build a targeted marketing campaign based on that list
Personalize it with your brand, offer, and images
Show you a campaign budget and rollout calendar
Get your approval
And then launch the campaign—on its own
That will be possible. But not if your data is incomplete.
Not if your team hasn’t been tracking job details, notes, or customer info consistently.
The gap between businesses who have their operations cleaned up—and those who don’t—is about to become massive.
It’s Not About AI. It’s About Discipline.
The truth is, you should already be tracking all of this.
AI just raises the stakes.
It puts pressure on the systems, habits, and workflows you already have (or don’t).
If you’ve made it this far in business without clean systems, a price book, a budget, and consistent job tracking… it’s time to change that. Not to “get ready for AI”—but to run a real business.
“I Don’t Use a CRM Yet. Can I Still Do This?”
Yes. You can build this in Google Sheets to start:
Build a pricing calculator
List job details per technician per week
Track quotes sent, quotes accepted
Record where each lead came from
Track spend by marketing channel
Calculate gross margin per service type
It’s not about which tool you use. Although Tools like Housecall pro and others add ease and become something you will actually utilize in the field and make data collection 100 times easier.
But the bottom line is- get the data because It’s about creating clarity and consistency in your numbers.
What to Do Right Now
Whether you’re a 2-man crew or a $4M team, here’s how to get started:
List out your most important metrics.
What do you wish you knew about your business?Audit your current systems.
Do you track them? Where? Who is responsible?Clean your CRM.
Merge duplicate customers. Fill in missing details. Start tagging consistently.Create (or update) your price book.
You can’t scale with guesswork.Set up your weekly scorecard.
Review KPIs every week—revenue, jobs completed, close rates, etc.Train your team.
Make sure techs, admins, and CSRs know how to log info accurately. Don’t assume they do.
Final Thought
Knowing your numbers was always Business 101.
But today?
It’s the difference between a company that will scale effortlessly into the future—and one that gets left behind as AI tools unlock new levels of speed, precision, and marketing power.
Want help building the systems, metrics, and clarity your business needs to grow—and to prepare for AI?
That’s exactly what I do.
📩 DM me or reach out here to learn how we can turn your chaos into clarity!