For Route-based weekly pool cleaning and repair companies
Track green and cloudy pool callbacks by tech and route
A pool turns green a few days after the visit, the owner calls, and someone has to go back. The return trip is unpaid, it bumps the route, and the customer starts to wonder what they pay for. A few of these each week add up in time and cancellations.
What it can cost you
Example: 10 return trips a month x $45 in time and chemicals = $450 a month, before any lost accounts.An illustration, not a promise. Your Opportunity Scan puts a real number on it.
What the system checks overnight
- Flags any pool with an unscheduled return trip between regular visits.
- Tracks callback rate by tech and by route.
- Flags pools with repeat callbacks, which can point to equipment or a dosing pattern.
- Compares readings at the last regular visit to the callback reason.
- Links callbacks to complaints and low reviews from the same customer.
Where it reads from
- Skimmer
- Pool Office Manager
- Jobber
- ServiceTitan
Reads the weather forecast for heat and heavy rain that tend to drive callbacks.
What happens when it fires
The supervisor decides whether it is coaching, equipment, or weather. The system pulls the readings and photos for each callback into one summary.
Autonomy level: Suggest only. The brief tells you what changed and what to do. Nothing happens without you.
What we guarantee
Every return trip is tied back to its last regular visit, without manual tagging. We agree on the metric before the Sprint starts and measure it over the first 20 business days after go-live. If we miss it, you get half your Sprint fee back. Dollar savings are tracked in your monthly saves log, reported rather than promised.
Questions
Callbacks spike after storms. Will it blame my techs?
No. It marks callbacks that follow heavy rain or heat, so you can tell weather from habits.
Can it warn customers before a storm?
It can draft a short heads-up for customers on affected routes. You decide whether to send it.
Do I need new software for this?
No. The system reads from the tools you already use, with read-only access by default. A guardrail layer controls exactly which data the AI can see.
What does it cost?
A 3-week Sprint is $6,000 fixed and includes the morning brief plus one automation tied to an agreed metric. Ongoing support is $1,500 a month, or $500 a month to keep it running without new automations. If the agreed metric is missed over the first 20 business days after go-live, half the Sprint fee is refunded.
How is this different from a dashboard app or a free AI kit?
A dashboard app shows numbers when you go look. A free AI kit gives you the parts, and you do the setup, the upkeep, and the checking. Here the alarms are built for your kind of business, they watch outside data like market rates and rule changes alongside yours, and on Run or Keep-Running, the person who built them keeps them working and logs what they caught.
More alarms for pool service and maintenance
Seven more things worth watching.
- Chemical usage spikes by poolCompare chemicals dosed at each pool to its size and history, and flag the pools, techs, and weeks where usage jumps.
- Pools that cost more than they payCombine price, chemicals, time on site, and drive time for every account, and flag the pools whose margin has gone negative.
- Route drive time creepTrack drive time versus time at the pool for every tech, and flag the stops that pull a route out of shape.
- Repair recommendations left unquotedFlag tech notes about leaking pumps, worn filters, and failing heaters that never became a quote or a follow-up with the owner.
- Unbilled chemicals and repairsFlag extra chemicals, filter cleans, and repair parts used on visits that never made it onto an invoice.
- Chemical price increases not passed onWatch supplier invoices for chlorine and acid price changes, and see what each increase costs you across your flat-rate accounts.
- Accounts at risk of cancellingFlag accounts with missed stops, callbacks, late payments, or price changes, so you can save them before they cancel.
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