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Ideal Customer Profile — AI workflow for Malaysian SMEs

Marketing StrategyGoal: GrowthDifficulty: EasyRun Weekly· Maintained for Malaysian SMEs

Ideal Customer Profile turns best customer data into ICP definition. AI writes the first draft. You check it before it goes out.

Ready-to-use prompts for Ideal Customer Profile

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

I am handing you best customer data. Produce ICP definition from it. This is an ideal customer profile job for SMEs that need a repeatable marketing plan instead of ad-hoc campaigns. No padding. Tight sections, a single next action at the end, and a final version I can drop into the workflow as-is.

Replace “best customer data” with your real data.

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.

  1. Create

    Paste your real data. You get a first draft. Most people never need to go further than this.

  2. Analyse

    Paste that draft back in. It tells you what is weak, missing or wrong before a customer sees it.

  3. Optimise

    Paste the draft again with what Analyse found. You get a stronger version.

  4. 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
Best customer data
You get back
ICP definition
Moves
Qualified lead rate
Run it
Weekly
Priority
P0
Works with
CRM, analytics, spreadsheets, marketing automation
Tool guides
Excel & Google Sheets

Is this for you?

Pick it for
SMEs that need a repeatable marketing plan instead of ad-hoc campaigns. 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 growth. Watch one number: qualified lead rate.
Reach for it when
Most SMEs run it weekly. If you are doing it by hand more often, automate it first.

How to run it

  1. 01Collect the input: best customer data.
  2. 02Copy the Create prompt and paste it into ChatGPT, Claude or Gemini.
  3. 03Replace “best customer data” in the prompt with your real data, then run it.
  4. 04Read the output against what you already know and correct anything the model guessed at.
  5. 05Track qualified lead rate. 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.

CRM
analytics
spreadsheets
marketing automation
Any tool you already use is fine.

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.

Related workflows

All marketing strategy workflows: Marketing Strategy

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Maintained by Naven Pillai