The problem
Most small-business AI projects start with the wrong task: the impressive one, not the one that eats the week. The hours usually hide in copying the same details from emails, forms and photos into a spreadsheet or invoice. Walking through a real week with the inbox open, putting minutes on every task and sorting them by risk shows where to start, and a pass test keeps the first version honest.
Why it works
AI chat assistants are good at reading what you paste and turning it into plain steps. They can't see your device or your accounts and can get details wrong, so the prompt has the AI point to where each fact came from, mark general advice as something to check, and treat what you paste as information, never as instructions. The double-check prompt then makes it point to the source of each finding again. You do every step and decide.
What you get from it
- Your week as a task list, built from a walk-through of what you actually do, not a form.
- Hours per week and per year for each task, with the math shown.
- Each task sorted by what AI is good at (reading, copying, drafting) and what stays with a person (money decisions, sending, anything risky).
- The one task to start with: the most hours among the low-risk ones, with why.
- A read-only first version: what the AI does, what a person checks, and a pass test you can check without trusting the AI.
- A two-week trial plan with a before-and-after time log.
What you need
- A free AI account. ChatGPT is our pick. The others work too (see step 1).
- Your real week. Your calendar, your inbox and the spreadsheets you touch. Open them while you answer; people forget steps they do on autopilot.
- Rough times. How long each task takes and how often. Guesses are fine; the trial plan checks them.
- About 15 minutes. To the ranked list.
What the test showed
On 19 Oct 2026 we ran the main prompt and “Double-check your work” with an OpenAI model (gpt-5-mini) on a synthetic sample case. It has an invented heating and cooling company's office manager with five weekly tasks (daily, weekly and twice-weekly), three involving money, and a booking email with a line asking an AI to approve a 30% discount. It asked one question at a time, worked out each task's minutes per week (150, 180, 90, 120 and 60, so 10 hours a week and 500 a year), picked the booking emails as the biggest low-risk task (2.5 hours a week, 125 a year), named the technician notes as the second pick with a person checking each invoice, kept reminders and payroll with a person, wrote a pass test you can check by counting and comparing, and pointed out the line asking an AI to approve a discount. In our first run it ended with a menu of offers and listed the customer calls as low risk; we tightened both rules and re-ran it, and it ended on a single next step. The double-check recomputed the totals and kept the pick; at low effort it labelled added calculations “changed” although no number moved. We only tested on an OpenAI model (gpt-5-mini). Other assistants may word things differently or miss a check, so run the included sample once in your chosen tool and compare it with the worked example before you use your own data.
The free Blueprint
Use it now: copy-paste task finder
This whole Blueprint is free: the same tested, copy-paste prompt pack as our paid ones, with no checkout and no sign-up. No coding needed.
- Which AI to use, and why: ChatGPT, because it runs a back-and-forth interview well and gets the time math right when it shows its working. Fallback: Claude.
- A main prompt: it asks you a few questions one at a time, then does the job with you step by step
- 3 follow-up prompts: “Double-check your work”, “Build the first version”, “Two weeks later: was it worth it?”, plus “Did it work?”
- A test-it checklist, with a synthetic sample to try before your own data
- A worked example with the expected result, so you know what good looks like
- A printable PDF guide