# Rachel Voss, Dispatch Manager at Comfort Zone HVAC — read of Installation Sequencer, June 2, 2026

> 9 years running dispatch for a 45-truck HVAC shop in Dallas. ServiceTitan shop. Two monitors, one always running Google Maps because ServiceTitan's built-in routing is a joke.

## How I got here

Bad Tuesday last week. Lennox mini-split crew drove from Garland to Irving and then back to Garland because I slotted two jobs wrong in the morning rush. Left the office at 7pm still stewing about it. Googled "ServiceTitan route optimization plugin" from my couch. This was the third organic result. Clicked it because the title didn't say "AI-powered" anything.

## What I clicked first

"Routes planned by guesswork, not geometry." That line stopped me. That is, word for word, what my Tuesday was. I kept reading.

Then: "No machine learning hype. No subscription markup. Just optimal routing powered by real-world service business constraints." That's the first time I've read that on one of these pages. I've been burned by three "smart dispatch" tools in four years. All of them were Google Maps with a dashboard on top and a $400/month invoice. This line made me want to believe them. That's not nothing.

## Where I paused

The pricing. "$0.99 per route." We push out 60-80 dispatches on a busy summer day. So $60/day peak, maybe $900-1,100/month average. I was waiting for the line that breaks the math, the "plus $X per user" or the "routes over 50/day billed at 1.5x." It didn't come. That's either genuinely simple or I'm missing something.

But then the stats. "18% More jobs per crew per day." We run about 4.1 jobs per tech on a good day. 18% would be almost 5. I've never seen a routing tool move that needle. I've seen maybe 6-8% from tighter scheduling. Where does 18% come from? What city, what crew count, what job type? That number is sitting there with nothing behind it.

## What I distrusted

Kept reading and hit this: "built on 8 years of field service dispatch data."

Fine, credible sounding. Then I scrolled further.

"Honest disclosure: we don't have live customers on this idea yet. We shipped the strategy package; you ship the customer conversations."

So which is it. Eight years of dispatch data from a product that has never had a paying customer? Those two claims can't both be true in the way they're presented. The data either exists and should be explained, or it's a hypothetical built on secondary research. The page doesn't say.

And the whole bottom third lost me completely. There's a block called "Wishdeal Factory" that scores the idea 56/100 on something called "Adoptability axes." There's a "Year-1 take-home (Fermi): -$22,000." There are tiers: "Browse Free," "Unlock the dossier $5," "Adopt the build $99-$199." I came here to solve a routing problem I have today. Now I'm being asked to buy a startup idea kit. The page doesn't know if it's selling software or selling a business plan, and by the end it clearly isn't selling software.

## What would convince me

One real customer, named, with their market (city matters a lot for routing density), their crew count, and their before-and-after job-per-day number. Not "a 50-crew shop." A name. Even "Jim, owner of Polar Bear HVAC in Phoenix" with real numbers would do more work than any of the stats currently on the page.

Also, a 20-minute screenshare pulling live data from a ServiceTitan sandbox similar to our setup. Not a Loom. I want to watch it handle overlapping service windows, a tech who only does new installs (not service calls), and a same-day add-on. If it handles that without me babysitting it, I'm writing a check.

## What I'd ask in an email reply

1. "The honest disclosure says no live customers yet. So where did the 18% more jobs per day figure come from? Is that modeled, or measured somewhere?"
2. "What exactly counts as 'a route' for billing? Is it one truck's full-day dispatch, or each leg between jobs?"
3. "The page says 'Sequencer gets smarter each day.' What is it learning, and is that learning specific to my account or shared across all customers?"

## Verdict: dismissive

The routing problem is real and the first half of the page almost had me. But by the time I hit the "Wishdeal Factory" scoring section I realized I'm not looking at a tool I can log into. I'm looking at a startup idea someone is packaging for sale. I don't have time to be the proof-of-concept customer. Come back when there's a customer in Phoenix or Dallas who'll take my call.

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*Memo by skeptic persona, generated 2026-06-02. Studio breaks own self-grading loop.*