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Persona based personalization for online stores

Win/Loss Interviews: The Persona Source Nobody Mines

Your CRM knows who bought. It does not know why the ones who walked away walked away. Win/loss interviews are the cheapest persona research most stores never do.

A win/loss interview is a short conversation with a customer who bought and one who did not, asking what decided it. The answers update personas with real buying triggers instead of demographic guesses, and they cost nothing but the time to ask.

The question your CRM cannot answer

A CRM can tell you who bought, what they bought, and when they bought it. It cannot tell you why the ones who walked away walked away, because the ones who walked away are not in the CRM. They are in the analytics, as a bounce, or in the support inbox, as a question that never became an order. The persona that is built only from buyers is a persona built from half the market, and the half it is missing is the half that would tell you what to fix.

The interview fixes that gap for the price of a phone call. Five to ten buyers and five to ten non-buyers, each asked the same short set of questions, will surface patterns a survey never will. The buyer tells you what decided it. The non-buyer tells you what blocked it. The two together are the most honest persona research a store can do, and most stores never do it because nobody owns the task.

Related reading on this site: PersonaRail and Persona Interviews: Five Questions That Reveal Buying Triggers cover the neighbouring problems in more depth.

Five questions that actually work

The questions have to be open, and they have to be about the decision, not the product. What were you trying to solve when you started looking? What did you compare us against? What nearly stopped you? What decided it in the end? What would you change about the experience? Five questions, asked the same way every time, and the answers will repeat. The repetition is the signal. A trigger mentioned by one buyer is an anecdote. A trigger mentioned by seven is a persona.

The interviewer matters as much as the questions. Buyers tell the salesperson what the salesperson wants to hear, because the salesperson sold them something and they do not want to be rude about it. A neutral interviewer, or a short written survey with open questions, gets straighter answers. The person who runs the interviews should not be the person who sold to the customer, and the customer should know that up front.

What to do with the answers

The answers go into the persona document, and the persona document changes. A persona that says the buyer cares about price gets corrected when every lost deal mentions delivery time instead. A persona that says the buyer is a procurement manager gets corrected when the interviews show the decision was made by an end user and the manager only signed the form. The document is not a deliverable. It is a working record, and it should change after every round of interviews.

The cadence is simple: a round of interviews after every major campaign or product launch, and a round whenever the win rate moves. A persona that has not been updated in a year is a guess with a nice layout, and it will mislead the next campaign. The interviews take an afternoon. The campaign they fix costs a quarter. The math is not close.

Frequently asked questions

What is a win/loss interview?

A short conversation with a customer who bought and one who considered buying and did not, asking what decided the outcome. The goal is the trigger and the objection, not a satisfaction score.

How many win/loss interviews do I need?

Five to ten of each, buyers and non-buyers, is enough to see patterns. You are looking for repeated triggers and repeated objections, not statistical significance.

Who should run the interviews?

Someone who did not sell to the customer. Buyers tell the salesperson what the salesperson wants to hear. A neutral interviewer, or a short written survey with open questions, gets straighter answers.

How do win/loss interviews change a persona?

They replace assumed triggers with real ones. A persona that says the buyer cares about price gets corrected when every lost deal mentions delivery time instead. The persona document should change after every round of interviews.

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