Prepared for ownership · Papago Vans
The three avatars on the target audience page are reasoned, not measured. They rest on published research about Class B owners generally, most of whom bought a factory van at a dealer and many of whom bought used. Nobody has surveyed people who commission a six-figure custom build, because no such research exists. Papago has something better than research: roughly a hundred and fifty of them, with phone numbers.
Phase A
Ten fields, one row per build, every one of them already sitting in a contract, a job file or a delivery log. No customer contact required and no permission needed.
| Field | Where it lives | What it settles |
|---|---|---|
| Age at purchase | Contract, registration or finance paperwork | Settles whether the barbell split applies to our buyer or only to Class B owners generally. |
| Home ZIP code | Delivery or billing address | Confirms or kills the East Coast read, and tells search where to weight bids. |
| Tier and final price | Job file | Which tier actually sells, against which we assume sells. |
| Chassis chosen | Job file | Sprinter, Transit or ProMaster mix, and whether AWD is standard behaviour. |
| Cash or financed | Finance paperwork | Tests the financing wall. If most paid cash we are losing the financed buyer entirely. |
| Change order count and value | Contracts | The cost of customisation, and the single best predictor of who should have been sold Papago Collection. |
| First contact to signed | CRM or email | The real sales cycle, which every attribution decision depends on. |
| Signed to delivered | Delivery log | Our actual contract-to-keys number. Decides whether the twelve-week promise is possible. |
| Lead source, if recorded | HubSpot | Probably thin. Item 10 of the data request covers how thin. |
| Referred by an existing owner | Sales notes | If referral is large, the whole spend argument changes. |
Phase B
Eleven questions, about five minutes. Closed where we already know the shape of the answer, open text where we do not. Nothing here duplicates what Phase A pulls from the files, because asking a customer their own address is how you teach them the survey is not worth finishing.
Phase C
Twelve questions for the people who ticked yes on the survey. Twenty minutes, recorded with permission. Going second means most of these become follow-ups: chase what they actually wrote rather than asking cold.
How it runs
Everything in the table above comes out of files Papago already holds. No customer is contacted.
Never ask a customer something the filing cabinet already knows. It wastes the single most valuable resource in this project, which is their goodwill and about forty minutes of their attention.
OutputA spreadsheet, one row per build, every field above. Half the avatar questions answered before anyone picks up a phone.
Eleven questions, five minutes, sent to every past customer. Closed questions for the facts, open text for anything we do not already know the shape of. The last question asks who is willing to talk on the phone.
Fast, cheap, and it does not need relationships we have not built yet. It also recruits the interviews, so nobody has to cold-call a stranger who bought a van three years ago.
OutputBreadth across the whole customer base, and a list of people who have already said yes to a call.
Twenty minutes with ten to twelve people who ticked yes, chosen to spread across tiers, ages and geographies, and deliberately including anyone whose survey answers were unhappy.
The survey tells us how often something is true. The calls tell us why. Going second means every question can chase something a real customer actually wrote rather than something we guessed.
OutputThe reasoning behind the patterns, in the customer's own words, which is where the copy comes from.
Replace every inferred figure on the Target Audience page with a measured one, and delete any avatar the data does not support.
The point of the project. Be genuinely willing to find that there are two avatars, or four, or that the constraint framing is wrong.
OutputA Target Audience page built on Papago's customers rather than on published research about a different population.
Nobody tells the person who sold them the van that the build ran late. Who asks decides what you hear.
The decision
The real variable is not cost. It is whether the person asking is someone the customer will be honest with.
Practical