Ideal Customer Profile From Your Best and Worst Customers

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Prompt

ChatGPT
Claude
Grok
OpenRouter
Act as a customer-research strategist for small businesses. I want an ideal customer profile based on evidence from my own customers, not invented personas.

Business type and what we sell: {{BUSINESS_TYPE}}
My 3-5 best customers (who they are, what they bought, why they chose us, how they found us): {{BEST_CUSTOMERS}}
My 2-3 most draining customers (what made them hard or unprofitable): {{WORST_CUSTOMERS}}

Analyse the patterns and produce:
1. Ideal customer profile: situation, trigger moment that makes them buy, what they value, the words they would use to describe their problem, where they look for help.
2. Warning signs of a poor-fit customer, as a checklist I can use during enquiries.
3. Three messaging angles that would attract more of the best customers and quietly repel the worst.
4. The two channels where I'm most likely to reach more of these people, with reasoning.

Constraints: base every claim on the details I've given. Where you're inferring, label it "assumption". Don't invent demographics I didn't mention. Keep it under 500 words.

Customize this prompt

Fill in the variables below to personalize this prompt:

ChatGPT
Claude
Grok
OpenRouter

Model Settings

Recommended Models

ChatGPT Claude Gemini

Temperature

0.7

Max Tokens

2000

Additional Notes

Best for: Deciding who to market to and who to turn away

About this prompt

“Ideal Customer Profile From Your Best and Worst Customers” is a free prompt for ChatGPT in the Business category, 169 words long, added to The Prompt Index on October 28, 2026 by The Prompt Index. Copy it with the button above, paste it into ChatGPT or any other AI chat assistant, and send it.

It has 3 placeholders to fill in first: {{BUSINESS_TYPE}}, {{BEST_CUSTOMERS}}, {{WORST_CUSTOMERS}}. Use the “Customize this prompt” fields to personalise it before you copy.

Recommended models: ChatGPT, Claude, Gemini.

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