Growth Experiment Backlog — AI workflow for Malaysian SMEs
Growth Experiment Backlog turns customer and performance data into ranked growth tests. AI writes the first draft. You check it before it goes out.
Ready-to-use prompts for Growth Experiment Backlog
Create prompt
Create prompt
Create a first-pass deliverable
Setup · same in all four
You are helping a small or medium Malaysian business in [industry]. Write in plain English. Use short sentences. If customers will read it in Bahasa Malaysia, add a natural BM version. Do not invent numbers, prices, laws or customer details. If something needs a human to check, say so.
Replace [industry] with yours — “F&B”, “construction”, “retail”.
The task
The task is growth experiment backlog. Input: customer and performance data. Output I expect: ranked growth tests. Make it work for owners and managers who need faster decisions from fragmented business information. Short sections only. Wrap up with one next action and a version ready to paste into the workflow.
Replace “customer and performance data” with your real data.
Analyse prompt
Analyse prompt
Analyse the input and identify the highest-impact insights
Setup · same in all four
You are helping a small or medium Malaysian business in [industry]. Write in plain English. Use short sentences. If customers will read it in Bahasa Malaysia, add a natural BM version. Do not invent numbers, prices, laws or customer details. If something needs a human to check, say so.
Replace [industry] with yours — “F&B”, “construction”, “retail”.
The task
Analyse growth experiment backlog for me. Working from customer and performance data, list the five findings that matter, ranked by impact. Tie each to a business consequence. Then build ranked growth tests. Sign off with three moves to push growth test velocity up.
Replace “customer and performance data” with your real data.
Optimise prompt
Optimise prompt
Improve an existing version for better business results
Setup · same in all four
You are helping a small or medium Malaysian business in [industry]. Write in plain English. Use short sentences. If customers will read it in Bahasa Malaysia, add a natural BM version. Do not invent numbers, prices, laws or customer details. If something needs a human to check, say so.
Replace [industry] with yours — “F&B”, “construction”, “retail”.
The task
Optimise an existing growth experiment backlog setup. Material: customer and performance data and the current output with results. Diagnose the weaknesses first. Then deliver an improved ranked growth tests. Present changes as issue, change, expected growth test velocity effect. Skip cosmetic edits.
Replace “customer and performance data” with your real data.
Automate prompt
Automate prompt
Turn the task into a repeatable AI-assisted workflow
Setup · same in all four
You are helping a small or medium Malaysian business in [industry]. Write in plain English. Use short sentences. If customers will read it in Bahasa Malaysia, add a natural BM version. Do not invent numbers, prices, laws or customer details. If something needs a human to check, say so.
Replace [industry] with yours — “F&B”, “construction”, “retail”.
The task
Turn growth experiment backlog into an automated workflow. It starts when customer and performance data arrives. It must end with ranked growth tests. Available systems: BI, accounting, CRM, spreadsheets, project tools. Map out: trigger, fields to capture, AI step, decision rules, where a human approves, what happens on failure, data to store. Also growth test velocity tracking. Keep the whole thing maintainable by a small team.
Replace “customer and performance data” and the listed systems with what you actually run.
New here? How the four prompts work together
They are one sequence, not four options. Run them in order on the same piece of work, feeding each answer into the next.
Create
Paste your real data. You get a first draft. Most people never need to go further than this.
Analyse
Paste that draft back in. It tells you what is weak, missing or wrong before a customer sees it.
Optimise
Paste the draft again with what Analyse found. You get a stronger version.
Automate
Only once the output has been good five times running. This is the one people reach for too early.
Nothing forces you through all four. A good Create draft that you edit yourself is a finished job. The longer version.
Specification
- You give it
- Customer and performance data
- You get back
- Ranked growth tests
- Moves
- Growth test velocity
- Run it
- Weekly/Monthly
- Priority
- P4
- Works with
- BI, accounting, CRM, spreadsheets, project tools
- Tool guides
- Excel & Google Sheets, Accounting software
Is this for you?
- Pick it for
- Owners and managers who need faster decisions from fragmented business information. No setup needed. If you can copy and paste, you can run it.
- What you get
- Drafted in minutes, not built from scratch. It aims at productivity. Watch one number: growth test velocity.
- Reach for it when
- Most SMEs run it weekly, reviewed monthly. If you are doing it by hand more often, automate it first.
How to run it
- 01Collect the input: customer and performance data.
- 02Copy the Create prompt and paste it into ChatGPT, Claude or Gemini.
- 03Replace “customer and performance data” in the prompt with your real data, then run it.
- 04Read the output against what you already know and correct anything the model guessed at.
- 05Track growth test velocity. Only wire up the Automate prompt after five useful runs in a row.
The tools you will need
The prompts run in any chat assistant — ChatGPT, Claude or Gemini. These are what you need around them to get the input in and the output somewhere useful.
- BI
- accounting
- AutoCountMalaysian, widely used for SST and e-Invoice.
- QuickBooks
- Xero
- spreadsheets
Data & privacy
If you paste customer or staff details into an AI tool, your business stays responsible for them under the PDPA. Replace names and numbers with initials or references first.
Using customer data with AI tools in Malaysia covers what to check with any provider before you paste.
For this website, it works differently.
Nothing you type here is sent to us or to an AI model. The prompts are static content, and the copy button works directly inside your browser.
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Maintained by Naven Pillai