You may already know more about your customer than your profile shows. The useful details can be scattered across sales calls, support conversations, and the explanation someone gave for choosing your product.

I'd bring those details together before inventing a more complicated targeting strategy. Look for what people were trying to accomplish and why they decided to act. Keep the evidence close enough that you can check your interpretation.

Choose conversations for what they can teach you

Start with a small set of real conversations you are authorized to use. Include good fits, clear mismatches, and opportunities that didn't close. A win doesn't make every detail about that customer a useful targeting rule.

Remove personal or confidential details you don't need for the analysis. You are trying to understand a problem and buying situation. The person's name, private contact details, and unrelated company information usually aren't needed in the working brief.

Write down the problem in their words

For each conversation, record the task, the friction, the event that prompted action, and the requirements that mattered. Separate a direct statement from your interpretation. If you don't know why the person bought or declined, mark it unknown.

I would pay particular attention to workarounds. They can show how the person handled the problem before looking for help and which limitations eventually mattered. Treat each example as evidence to compare with others.

  • What was the person trying to finish?
  • What made the existing approach difficult?
  • Why did they start looking at that point?
  • Which requirements decided whether your offer fit?
  • What remains an assumption?

Look for a reason before making a rule

Suppose several customers happen to use the same job title. Ask whether the role actually explains their need. The recurring problem may cross several titles, while people with that title can have very different responsibilities.

I'd also inspect the losses. A customer who fit the offer but delayed the purchase teaches something different from a request for a service you cannot provide. Keep those reasons separate when you decide what belongs in the profile.

Use the findings in a fresh review

Translate the supported patterns into an ideal customer profile for ICPSignal. Include problem language, triggers, requirements, and exclusions. Use generalized examples that preserve the lesson without exposing unnecessary customer information.

Review new matches against the original posts and the brief. Keep the changes that improve your ability to recognize fit. Revisit assumptions that fail. The purpose of past experience is to make the next decision better, and that means letting new evidence correct the story you started with.