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Vol. II · No. 1 · MarylandAn operating system for owner-led businesses
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Contractor

The Five Numbers a Busy Owner Can Check in 15 Minutes on Friday

A landscaper on a job site all day has no time for dashboards. Here are five weekly numbers, with ServiceTitan and FinMkt benchmarks, that fit in 15 minutes.

Hi folks. There is a landscaper I talk to who works residential jobs around DC. Every time we chat, he describes the same squeeze: he is trying to market the business and run the business at the same time, and the running always wins. The crew shows up at 7. The truck needs something. A customer wants to walk the yard. By the time he sits down, it is dark, and the last thing on earth he wants to open is a spreadsheet.

I have not asked him about his numbers, so I will not guess at them. But his schedule made me wonder about a smaller question than "how do I market better." It is this: if you only get a quarter of an hour a week to look at your business, what should you look at?

I have a soft spot for this question. Years ago I wrote an internal newsletter for my team at eBay Motors, and the whole point was to put a handful of numbers in front of busy people on a regular rhythm. I learned two things from it. People will read numbers if there are only a few of them. And the rhythm matters more than the dashboard. (I also learned that nobody laughs at your tagline jokes as much as you do, but that is a different post.)

So I went looking for what the home-service benchmarks say, and tried to boil it down to five.

Why a short list matters

Most advice here comes as a scorecard of a dozen or more metrics. FinMkt, a marketing firm, published one in December 2025 with 12 weekly contractor metrics, and ServiceTitan's contractor playbook lists dozens of targets by trade. Both are thoughtful. Both are also a lot for someone who has been on a ladder since sunrise.

One caveat on the benchmarks themselves. The FinMkt article does not give sources for most of its ranges, so I read them as the author's guidance rather than industry standards. The ServiceTitan page carries no publication date (only a 2026 copyright line), and ServiceTitan sells software for these exact metrics. Neither is a neutral referee. I find them useful as a place to start a conversation with your own data, not as grades.

There is also a mood in the background. The Ipsos / U.S. Chamber of Commerce Small Business Index for Q2 2026 (750 owners, fieldwork May 19 to June 4, released July 17) reported that fewer small businesses were "very comfortable" with their cash flow than the quarter before, and nearly three in five named inflation as their biggest challenge. The release gives no exact cash flow percentage, so I will not make one up. But it fits what I would expect: when money feels tight, a few numbers you actually look at beat a big report you never open.

The five

I picked these because each one answers a question an owner is already asking in the truck.

1. New leads this week, and where they came from. This is the landscaper's number. His own description of his biggest problem is finding a consistent source of new leads, and you cannot see consistency without a weekly count. One number and one tally mark per source. It takes about two minutes and, over a couple of months, it becomes a picture of the spikes.

2. How fast the first reply went out. FinMkt suggests a benchmark of under 5 minutes for web leads during business hours, and under an hour as a backstop. I would treat that as a target to aim at, not a law. The useful version for a busy owner is simple: pick the three newest leads and look at the timestamp on the first response. If a lead came in at 10:15 and the first reply went out at 4:40, that tells you something no revenue chart will.

3. Estimates sent, and estimates accepted. FinMkt's range for close rate is 25 to 40% overall, and ServiceTitan's starter list includes "closing percentage" for its own members. Write down how many quotes went out this week and how many were accepted. If you do nothing else, also note how many quotes are still sitting open with no follow-up. That open pile is money that has not yet said yes or no.

4. Gross margin on the jobs that finished. This is the hardest one, and it is honest to say so. FinMkt gives no numeric benchmark and says to set a target by job type. ServiceTitan's page has detailed targets for HVAC, plumbing, and electrical (for example, service gross margin at or above 72% for HVAC service, and replacement gross margin at or above 50%), but those are an HVAC company's benchmarks, and a landscaper or remodeler will not map onto them neatly. The weekly version is modest: for each job completed this week, estimated margin versus what it actually cost. Even a rough number beats none.

5. Cash on hand against the next 30 days of bills. ServiceTitan's list includes operating cash at or above 20% of operating expense. That is a company-level target, and I would not obsess over the exact percentage. I would obsess over knowing the number. Open the bank balance, add what is due this month, and write the gap.

That is it. Five lines. If it takes more than 15 minutes, drop to three.

The one-page version

Here is a layout that fits on an index card or a single spreadsheet tab:

Week ofNew leadsTop sourceFirst reply (slowest of 3)Quotes sentQuotes acceptedOpen quotesJobs finishedMargin vs planCash minus 30-day bills
(date)

After four weeks, you have a trend. After twelve, you have something you can show a bookkeeper, a lender, or a buyer without scrambling.

Where a little AI actually helps

I will keep this practical, because I think the useful role for AI here is small. Not "AI runs your business." More like AI does the copy-paste.

If your quotes live in one tool, your calls in another, and your bank in a third, a short script or an automation can pull the five numbers into that one row every Friday morning, so the 15 minutes goes to thinking instead of gathering. I would also have an assistant draft a two-sentence summary for you ("quotes accepted fell, three are still open from last week"), and then read it yourself with a skeptical eye. These tools have been confidently wrong about my own spreadsheets more than once. The numbers are yours. The summary is a courtesy.

What I am not claiming

I have not run this exact scorecard on any contractor's real books for this post, so I have no result to report. The benchmarks are ranges from two vendors, one with unsourced figures and one undated. And a weekly rhythm will not fix a pipeline problem by itself. It will only show you the problem sooner and more calmly, which, for an owner who lives on a job site, may be most of the value.

An invitation

So here is my question. If you only had a quarter of an hour on Friday, which number would you most want to see, and which one are you quietly afraid to look at? I would genuinely like to hear it, and I will happily compare notes on how others set up their own index card.

If you would like help pulling these numbers into one place, that is what our Revenue Audit is for. It is a no-pressure look at where your leads, quotes, and cash are actually going, and you can find it at massivelyuseful.ai.

Sources: FinMkt, "The 2026 Contractor Scorecard: 12 Metrics to Track Weekly (and Benchmarks to Aim For)" (Dec 4, 2025); ServiceTitan, Contractor Playbook, KPI tracking (undated, 2026 copyright); Ipsos / U.S. Chamber of Commerce Small Business Index, Q2 2026 (released Jul 17, 2026).

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