SAMPLE · illustrative business, not a real client. This is what a $49 Riff looks like — the structure, the honesty, the level of detail. Yours would be about your business, built from your answers.
Common Cause. Sample
The Riff

Palmetto Porch & Screen

A three-man porch shop with full hands in season and a quiet leak at the front of the funnel.

Prepared for Walt · sample edition · read time ~7 minutes
What you told me

You build screened porches, three-season rooms, and outdoor living spaces around Charleston. It's you, two crew, and your wife on the books after dinner. Leads come from your website form, your Google listing, and neighbors talking across fences, and they arrive while you're working: "I'm on a ladder by 7:30 and the phone doesn't care." When I asked what slows you down most, you said there aren't enough hours in the day once the season hits. You've poked at ChatGPT a few times and put it back down.

"I quote fast and my prices are fair. Then it goes quiet. I don't chase — chasing feels like begging."— you, in the interview

Here's what stood out: you never once asked for more leads. You asked for more hours.

The bottleneck
The thing actually slowing you down is the first hour after somebody asks.

You said hours, and I believe you feel it that way. But reading your answers, the hours are downstream. Porch inquiries in the Lowcountry bunch up from spring through fall, exactly the months your hands are most full, so the form fills at 10am and you see it at 7pm. Then the quote goes out, goes quiet, and nobody touches it again. You can't build more porches in a day, and you don't need to. The jobs you're losing aren't lost on the ladder. They're lost in the gap between the ask and your answer.

Where AI fits — ranked

Ranked by what each gives back against what it would cost you to set up and live with.

Nº1 · start here

Answer the lead while you're still on the ladder

What it isAn automatic text that goes back the moment a lead hits your website form or a call rings out. It doesn't quote anything. It says one line that sounds like you: got it, here's when I'll call, what's the address. You write that line once; it sends forever. The phone stops caring whether you're on a ladder.
ReturnsReaching a web lead within five minutes makes you roughly 21 times more likely to qualify them than waiting thirty.1 Nobody answers in five minutes by hand while holding a drill. The text does.
CostsAn afternoon. Your form already lands leads in JobTread; if the messaging you're paying for can't fire this on its own, a small texting layer or a Zapier bridge runs $0–$60 a month. Nothing to babysit once the line is written.
effort low · payback fast · start here
Nº2

Nudge the quiet quotes without begging

What it isA short follow-up that touches every open quote twice over two weeks. Day four: any questions on the numbers. Day twelve: want me to hold the spot on the schedule. Drafted for you, approved by you — you read each one until the voice is right, and then you stop reading them. It isn't chasing. It's answering a question they still have.
ReturnsI won't hand you an industry stat here, because the clean one doesn't exist — call this my judgment. The arithmetic does exist: a new screened porch in this market runs $10,000–$35,000 to build,2 and a nudge costs a minute. One quiet quote coming back per season pays for this for years.
CostsAn evening to write the two messages once, then $0–$50 a month depending on where it runs. The real cost is the begging feeling, and that's exactly what the drafting removes.
effort low · payback fast · worth it
Nº3

Ask for the review while the sawdust is fresh

What it isAn automatic message when a job closes out: a thank-you, a photo of the finished porch, one tap to leave a Google review. The customer is happiest the week the porch is done — which is precisely the week everyone forgets to ask.
Returns97% of consumers read reviews before choosing a local business, and 41% now say they always do, up from 29% a year earlier.3 Your reviews are the front porch of your Google listing; word of mouth already built your business, and this is word of mouth that doesn't depend on fences.
CostsA template and a habit. $0 inside the tools you have today.
effort low · payback compounds · worth it
Nº4

Give the kitchen table its evenings back

What it isA plain AI assistant on the $20-a-month tier for the after-dinner admin: drafting quote cover notes, customer emails, punch-list summaries. Not the books themselves — the words around the books. Your wife goes from writing everything from scratch to checking a decent first draft.
ReturnsNo sourced number on this one either, and I'd rather tell you that than dress one up. In my experience it's an hour or two a week back, most weeks. Smaller than the first three. Real anyway.
Costs$20 a month and a weekend of poking at it — which you've already started.
effort low · payback slow · when ready

A note on numbers: in a real Riff, where your own figure belongs — your lead count, your close rate, the size of your leak — it gets sized from your answers, and where ten minutes of questions can't size it honestly, the Riff says so instead of inventing it. The figures above are your industry's, with sources. The fictional shop on this page has no books to cite.

Not yet

Where AI would waste your time right now:

  • Photo auto-quoting. Your work is custom, and an AI ballpark that's wrong either loses the job or eats your margin — at your ticket size, a miss is a real number. Revisit if your jobs ever standardize enough to trust a range, and even then you check every figure before it goes out.
  • An AI voice answering your phone. Tempting, since the phone is the problem. But a synthetic voice fielding Lowcountry callers and porch-trade words needs a real pilot before I'd put it between you and a five-figure job. Get the text-back humming first; this is a later conversation, not a never.
  • A new CRM, or anything sold as "AI that runs the business." You already pay for JobTread and you're using a corner of it. Switching tools now would be motion, not progress — and the end-to-end "it runs everything" pitch isn't reliable enough yet for the failures to land anywhere but your revenue.
The first step

Set up the instant text-back. This week, before anything else on this page. Monday morning: log into JobTread and confirm your website form is actually landing leads there. Then write the one line the auto-reply sends — something that sounds like you, asks for the address and a good time, and promises a real call. If JobTread's messaging can't fire it on its own, the free tier of a texting tool plus a Zapier bridge gets it done by Wednesday. By Friday, a stranger can ask about a porch at 10am and hear back at 10:01 while you're forty feet up. It costs an afternoon, possibly nothing in dollars, and it stops the biggest leak first — so you get a win before you have to believe in anything bigger.

Sources
  1. Oldroyd, McElheran & Elkington — "The Short Life of Online Sales Leads," Harvard Business Review, 2011. link
  2. HomeGuide — "How much does a screened-in porch cost?" Market ranges, accessed June 2026. link
  3. BrightLocal — Local Consumer Review Survey, 2026. link
  4. JobTread — product feature documentation (CRM, lead management, messaging). Named because it's the tool already in place; Common Cause takes no vendor commissions. link