Sample AI Opportunity Audit.
This is the written plan you receive within 5 business days of the $249 AI Opportunity Audit, shown end to end with a fictional business.
Prepared by Daniel Barraza · dbar Labs · July 2026 (illustrative)
Fictional example
Valley Gutters and Patio is not a real business. This sample exists so you can see exactly what the written plan looks like before you buy one. It is not a client result.
Your business, as I understand it
Valley Gutters and Patio is a fictional two-crew home-services company in the San Antonio metro. Six people: the owner, four installers, and one part-time office helper three mornings a week. Most work comes from referrals and Google. The owner estimates about 25 inbound calls per week and guesses a third are missed while crews are on ladders. Estimates are written at night, usually two or three days after the site visit.
The three strongest opportunities
Ranked by impact, effort, risk, and readiness. Only three. If there are five good ones, two wait.
Opportunity 1: Missed-call text-back with a short follow-up sequence
- What it is
- Every missed call gets an automatic text within two minutes, in English or Spanish, with a link to request an estimate. Leads that go quiet get two follow-ups over five days.
- Why first
- The highest impact for the lowest effort. It uses the call flow the business already has.
- Impact
- If 8 of 25 weekly calls are missed and one extra job a month closes at their fictional average ticket of $1,800, that is about $21,600 a year in recovered revenue. Assumption: call volume and close rate stay near the owner's own estimates. These are invented example numbers, not a measurement.
- Effort
- Low. No new habits for the crew. The owner approves the message wording once.
- Risk
- A text that reads like spam burns a lead. Keep messages short, signed by the owner, and easy to stop.
- Readiness
- The business already texts customers from the owner's phone. Moving to a shared business number is an afternoon of setup.
Opportunity 2: Estimate drafting from site photos and notes
- What it is
- After a site visit, the owner dictates notes and uploads photos. A draft estimate comes back in about ten minutes for the owner to review and send.
- Why second
- Estimates currently wait two or three days, and same-day estimates win more jobs. But this changes how the owner works, so it takes more habit-building than Opportunity 1.
- Impact
- About 5 owner-hours per week back, assuming 8 to 10 estimates per week at 30 to 40 minutes each. Example figures, not a measurement.
- Effort
- Medium. Needs a template the owner trusts and about two weeks of supervised use.
- Risk
- A wrong line item in a draft is a wrong price to a customer. Nothing sends without the owner's review.
- Readiness
- Current estimates already follow a consistent pattern, which makes drafting reliable.
Opportunity 3: Review requests and invoice reminders
- What it is
- After each job, the customer gets a review request. Unpaid invoices get polite reminders on a schedule.
- Why third
- Real value, but smaller than the first two. Reviews compound slowly, and the business has few unpaid invoices today.
- Impact
- A steadier review flow from a fictional baseline of 14 Google reviews, and fewer awkward phone calls about money.
- Effort
- Low.
- Risk
- Over-messaging annoys good customers. One request, one reminder, then stop.
- Readiness
- The office helper already sends these by hand when there is time.
Recommended tools, with real prices
| Tool | What it does | Public list price (July 2026) | Why this one |
|---|---|---|---|
| Quo Starter (formerly OpenPhone) | Shared business number with missed-call text-back | $19 per user per month, monthly billing | Simple bilingual texting, no hardware |
| Zapier Professional | Connects the phone system to the estimate and follow-up workflows | From $19.99 per month, annual billing | Cheapest way to link tools without custom code |
| ChatGPT Plus | Drafts estimates and follow-up messages for owner review | $20 per month | Capable drafting at the lowest seat price |
Prices move. These are public list prices as of July 2026, checked for this sample. Every real audit re-verifies current pricing before recommending anything. The client pays vendors directly; dbar Labs never marks up tools.
Estimated implementation costs
Opportunity 1 is a scoped proof of concept: the missed-call text-back running against the real call log for two weeks. In a real engagement this gets a written fixed price after the audit. Publishing a number here would invent precision this fictional example does not have. Opportunities 2 and 3 are priced after Opportunity 1 proves out, because the same plumbing serves all three.
What should not be automated
Final pricing on estimates. A wrong price costs a customer or a job, and judgment about a specific yard, a specific customer, and a specific week is exactly what the owner is paid for. The system drafts; the owner decides. Also out: responses to unhappy customers. A complaint gets a human reply, every time.
Before and after, one workflow
Before
A call comes in, the crew is on a ladder, the caller reaches voicemail, most hang up, and the lead is gone by the time anyone calls back.
After
A call comes in, the crew is on a ladder, the caller gets a text in two minutes, answers in Spanish if they prefer, picks an estimate slot, and the owner sees the whole thread at lunch.
Recommended first action
Proof of concept on Opportunity 1: two weeks, the real call log, success measured as missed callers who book an estimate. If that number is near zero, stop. That answer is worth the audit fee by itself.
Your credit
The $249 audit fee credits 100% toward a proof of concept or implementation booked within 30 days of the report's delivery. Not redeemable for cash.