PAINTER GROWTHCall Intelligence
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Qualitative corpus · 20232026

You know what contractors buy. This is how they think.

14,158 recorded conversations with painting contractors, across 4 years of coaching. Not a survey and not a focus group — owners talking candidly about hiring, pricing, cash, crews and the parts of the job they hate, because they were being coached rather than researched. Ask it a question and get back attributed verbatim evidence.

Unit of analysis
One contractor, one moment
Identity
Anonymised at export
Retrieval
Semantic, over every call
1

Write copy that sounds like them

Every excerpt is verbatim — disfluencies intact, never tidied. The phrasing a contractor actually uses for their own customers, their crew and their worst week is the phrasing an ad has to use back.

2

Train reps on the real conversation

What an owner is carrying when a rep walks in — the hire that fell through, the job that lost money, the thing they have not told their team. A rep who knows that is a different rep.

3

Segment by what actually changes

The same question read across the growth curve. What a $500K owner is solving and what a $3M owner is solving are different problems in the same trade, and they do not respond to the same message.

14,158
Conversations recorded
8,653
Full transcripts
8,851
Verbatim excerpts
123,103
Searchable passages
4 yrs
2023 to 2026
What the corpus is

Coaching calls, not research calls

Every conversation here happened because an owner was working on their business with a coach. That is the source of its value and the shape of its limits: nobody was performing for a researcher, so what they said about money, staff and their own competence is unusually direct — and nobody was asked about paint, so the corpus has little to say about brand preference.

8,851 verbatim excerpts are drawn from 962 of those calls and carry a revenue band, so the same question can be read across the growth curve.

What it can’t tell you

Stated up front, not in a footnote

  • Purchase volumes, share of wallet or spend by brand. Nothing transactional is in the corpus.
  • Market sizing, or anything projectable to the national pro population. It is a coaching population, not a probability sample.
  • Campaign, ad or packaging recall. Nobody was shown stimulus.
  • Price elasticity as a number. You get the reasoning behind price behaviour, not a curve.
  • Brand preference between manufacturers. Contractors were being coached on their business, not asked about paint.
The working tool

Every question becomes a project you can keep working

Ask, read the evidence, then ask the follow-up. The answer, its quotes and the thread stay together.

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