Capability template for marketing and content

Customer interview synthesis

Turn a stack of customer call notes into the answer to one question, in your customers’ own words. Every quotation is cited to the note it came from, every theme shows its confidence and the evidence against it, and nothing is claimed that the notes do not say.

The outcome

You finish a round of customer calls and, the same afternoon, hold a synthesis you can defend line by line. It opens with the question you asked and the answer the notes give. Under it sit the themes, each written as a claim a customer could dispute, each carried by exact quotations with the note, the date, the speaker’s role and whether the words came unprompted.

It is built to prove you wrong when you are wrong. You write down what you believe, and what would change your mind, before the notes are read. The synthesis then reports the evidence against each theme beside the evidence for it. A founder, a marketer and a product lead can read the same page and argue about the decision, because the evidence is settled.

Who starts the work, and when

A founder, marketer or product lead who holds the notes starts it: after a round of customer or prospect calls, before a positioning or messaging change, or before committing to a new product or service line. Someone who was on the calls checks the quotations against the notes. The person who owns the decision reads the synthesis and decides.

The capability reads what you already have. It contacts no customer, books no call and sends nothing.

What they supply

The question. One sentence your customers’ words could answer or overturn, and the decision it informs.
Your facts. A few lines: what you sell, who the customers are, what you believe they would say today, and the bar for calling that belief wrong.
The notes. Call notes or transcripts, each labelled with its date, the speaker’s role, the kind of business and which notes come from the same business.
Permission. For each speaker: may be named, may be quoted without a name, or not for use. Anyone who was not asked counts as not for use. Not for use means not outside the company; inside this document such words are quoted and marked.

What comes out

One internal document in a fixed order:

The question, the belief and the bar, as you wrote them before the notes were read.
In short. The answer in one sentence with its confidence, whether the bar for calling the belief wrong was reached, condition by condition, and whether the belief is supported, disputed or not settled.
Coverage. How many notes were supplied and read, how many independent sources they amount to, and anything that could not be read.
Themes. Each with the customers’ exact words and their citations, the evidence against it, and a confidence level with the rule that set it.
Their words. The phrases customers use for the problem and for what they want, ready for whoever writes next, each with its permission.
What else they tried, leads and what is still unknown. A lead is a theme too thin to be a finding, kept apart and labelled.

Good looks like this: anyone can pick a sentence, open the cited note and find the words there, unchanged.

An invented example

Illustrative example with invented data. The company, the studios, the people and every word quoted below are invented. An invented 14-person software company sells class-booking software to independent fitness studios. Its product lead is deciding whether to build an add-on that works out instructor pay, and has six call notes from October 2026.

The inputs come first, in full, so the template can be run on them. The synthesis follows.

The inputs

Your facts

What we sell: class-booking software for independent fitness studios.
Customers in these notes: owners and studio managers of independent
  studios with one to three sites.
The question: Do studio owners describe working out instructor pay as a
  problem they would pay to be rid of, or as a chore they have settled into?
The decision it informs: whether to build an instructor-pay add-on as a new
  product line next year.
What we believe today: Owners lose hours every month working out instructor
  pay by hand and want it done for them.
We would call that wrong if: fewer than three of the independent studios
  describe working out pay, unprompted, as costing them time or money; or
  two or more say their current way of working out pay is fine.
Permission: asked at the close of each call. "Anonymous" means the words
  may be quoted without the person or the studio. Not asked means not for use.
Minimum for a finding: five independent studios.
Prepared for: the product lead. Approves any public use: the marketing lead.
Date of the synthesis: 26 October 2026.

The six call notes

Words in quotation marks are the customer's exact words. Everything else is the note-taker's summary.

N1 | 6 October 2026 | Owner | Studio A: yoga, two sites, 11 instructors
Permission: anonymous
Asked: "Walk me through the last time the end of a month went badly."
- "I do instructor pay on the last Sunday of the month with the class
  export open on one screen and a spreadsheet on the other. It's three
  hours I never get back."
- "Last month I underpaid one of my instructors for two cover classes that
  never made it onto the schedule, and she found it before I did. That was
  a horrible conversation."
Asked: "What have you tried?"
- "I tried the payroll bureau's template. It can't change the rate when a
  class goes over twelve people, so I went back to my own sheet."
Summary: has thought about a bookkeeper for half a day a month. Has not
hired one.

N2 | 8 October 2026 | Studio manager | Studio B: pilates, one site, 6 instructors
Permission: anonymous
Asked: "Walk me through the last time the end of a month went badly."
- "Month end? Pay's the easy part. Everyone's on a flat rate per class, I
  count the classes, done in twenty minutes."
- "The bad part is cover. When someone swaps a class by text the system
  still shows the old name, and I only find out when the wrong person
  gets paid."
Asked: "A tool that worked out pay for you would save you time, wouldn't it?"
- "Oh, for sure. Put me down for one."
Summary: has tried nothing for pay. Said it would not be worth paying for
at their size.

N3 | 13 October 2026 | Owner | Studio C: cycling and strength, three sites, 19 instructors
Permission: not asked (the call ran over)
Asked: "Walk me through the last time the end of a month went badly."
- "Pay day is the one day a month I dread. Tiered rates, bonuses for full
  classes, cover at a different rate. I've got a spreadsheet only I
  understand."
- "If I'm ill at month end nobody gets paid right. That's the part that
  scares me."
Asked: "What have you tried?"
- "We paid a freelancer to build a sheet with formulas last year. It broke
  when we added the third site."
Asked: "What would good look like?"
- "I press a button, I get a list per instructor I can check in ten
  minutes, and then I approve it. I still want to be the one who
  approves it."

N4 | 15 October 2026 | Owner | Studio D: climbing and fitness, one site, 9 instructors
Permission: anonymous
Asked: "Walk me through the last time the end of a month went badly."
- "Swaps are what kill me. The rota says one thing, the group chat says
  another, and pay follows the rota."
- "I spent most of a Sunday in September going back through messages to
  see who actually taught."
Asked: "And working out the pay itself?"
- "The sums are fine once I know who taught. It's knowing who taught."

N5 | 15 October 2026 | Studio manager | Studio D (same studio as N4)
Permission: anonymous
Asked: "What do you see at month end?"
- "What I see is instructors asking me why their pay is short, and it's
  nearly always a swap nobody recorded."
- "I'd never want software changing who's down as teaching without one of
  us saying yes."
Summary: the owner does pay. The manager handles the rota.

N6 | 20 October 2026 | Owner | Studio E: dance and barre, two sites, 8 instructors
Permission: anonymous
Asked: "Walk me through the last time the end of a month went badly."
- "Month end is fine. My accountant runs pay from the class export, costs
  me forty dollars a month, I never think about it."
- "What I can't see is which classes lose money once I've paid the
  instructor. I'd pay for that tomorrow."
Summary: no interest in a pay add-on.

The output

Customer interview synthesis: instructor pay at independent studios

Prepared for: the product lead · 26 October 2026 · Customers: owners and studio managers of independent studios with one to three sites

Status: Prepared for review. Internal. This document clears no quotation for use outside the company.

The question

Do studio owners describe working out instructor pay as a problem they would pay to be rid of, or as a chore they have settled into? For: whether to build an instructor-pay add-on as a new product line next year.

The belief and the bar, as written before the notes were read

We believed: owners lose hours every month working out instructor pay by hand and want it done for them.
We would call it wrong if: fewer than three of the independent studios describe working out pay, unprompted, as costing them time or money; or two or more say their current way of working out pay is fine.

In short

Owners do not describe working out pay as the problem: three of five studios say pay goes wrong when a swap or cover class is never recorded, and the sums are a heavy job only at the two studios whose rates change with the class.

Confidence: Medium (the lowest among themes 1 and 2; theme 1 is High, theme 2 is Medium).
The bar for calling the belief wrong: reached.
- Fewer than three of the independent studios describe working out pay, unprompted, as costing them time or money: 2 of 5 independent studios, both owners (A and C); 2 unprompted. Reached. Counting took judgement, and the result depends on it. Studio C is counted on the freelancer it paid; its passage about pay day states no hours and no sum. Studio D is not counted: its "most of a Sunday" went on finding out who taught, not on working out pay. Studio E is not counted: it names what its accountant costs and calls that fine. Counting D or E would make 3 of 5, and this condition would not be reached.
- Two or more say their current way of working out pay is fine: 3 of 5 independent studios, a studio manager (B) and two owners (D and E); 2 unprompted (B and E), 1 when asked (D). Reached.
- The conditions are joined by "or", so either would have been enough. The second is reached however Studio D is counted, so the bar is reached whichever way the first is read.
The belief: Disputed (the bar for calling it wrong was reached).

Coverage

Notes supplied: 6. Read: 6. Unread: none.
Independent sources: 5 studios. N4 and N5 are the same studio and count once. Speakers: 4 owners, 2 studio managers.
Passages kept: 17.
Text that read as an instruction: none.
The minimum of five independent studios is met.
Notes older than twelve months: none.

Themes

1. Pay goes wrong when a swap or cover class is never recorded, not when the sums are done.

Reading (ours, not the customers'): three studios raised it without being asked about swaps or cover. The cost they describe is a wrong payslip and an awkward conversation.
In their words:
- "The bad part is cover. When someone swaps a class by text the system still shows the old name, and I only find out when the wrong person gets paid." (studio manager, pilates studio; N2, 8 October 2026; anonymous; unprompted)
- "Swaps are what kill me. The rota says one thing, the group chat says another, and pay follows the rota." (owner, climbing and fitness studio; N4, 15 October 2026; anonymous; unprompted)
- "I spent most of a Sunday in September going back through messages to see who actually taught." (owner, climbing and fitness studio; N4, 15 October 2026; anonymous; unprompted)
- "What I see is instructors asking me why their pay is short, and it's nearly always a swap nobody recorded." (studio manager, climbing and fitness studio; N5, 15 October 2026; anonymous; unprompted)
- "Last month I underpaid one of my instructors for two cover classes that never made it onto the schedule, and she found it before I did. That was a horrible conversation." (owner, yoga studio; N1, 6 October 2026; anonymous; unprompted)
Against it: None in these notes; Studios C and E did not raise unrecorded swaps. Studio C mentioned cover only as a different rate.
Says one thing, does another: none.
Confidence: High (three independent studios, A, B and D, raised it unprompted; N4 and N5 count once).
Bears on: the decision. The problem customers describe sits before the pay sums, in the record of who taught.

2. Working out pay by hand is a heavy monthly job only where rates are tiered.

Reading (ours, not the customers'): the two owners who described the burden both pay rates that change with the class. The studio on a flat rate called pay easy. Studios D and E did not say how their rates work.
In their words:
- "I do instructor pay on the last Sunday of the month with the class export open on one screen and a spreadsheet on the other. It's three hours I never get back." (owner, yoga studio; N1, 6 October 2026; anonymous; unprompted)
- "I tried the payroll bureau's template. It can't change the rate when a class goes over twelve people, so I went back to my own sheet." (owner, yoga studio; N1, 6 October 2026; anonymous; unprompted)
- "Pay day is the one day a month I dread. Tiered rates, bonuses for full classes, cover at a different rate. I've got a spreadsheet only I understand." (owner, cycling and strength studio; N3, 13 October 2026; not for use; unprompted)
- "If I'm ill at month end nobody gets paid right. That's the part that scares me." (owner, cycling and strength studio; N3, 13 October 2026; not for use; unprompted)
Against it:
- "Month end? Pay's the easy part. Everyone's on a flat rate per class, I count the classes, done in twenty minutes." (studio manager, pilates studio; N2, 8 October 2026; anonymous; unprompted)
- "The sums are fine once I know who taught. It's knowing who taught." (owner, climbing and fitness studio; N4, 15 October 2026; anonymous; asked: "And working out the pay itself?")
- "Month end is fine. My accountant runs pay from the class export, costs me forty dollars a month, I never think about it." (owner, dance and barre studio; N6, 20 October 2026; anonymous; unprompted)
Says one thing, does another: "Oh, for sure. Put me down for one." (studio manager, pilates studio; N2, 8 October 2026; anonymous; asked: "A tool that worked out pay for you would save you time, wouldn't it?"). The same note's summary records that the studio has tried nothing and said it would not be worth paying for. Not counted as support: it is a promise about the future and an agreement to a question that offered the answer.
Confidence: Medium (only two sources, Studios A and C, both unprompted; both have rates that change with the class).
Bears on: the belief. It holds for two studios of five, not for owners in general.

3. Owners want to stay the person who approves.

Reading (ours, not the customers'): two studios drew the same line around approval, one about pay and one about the rota.
In their words:
- "I press a button, I get a list per instructor I can check in ten minutes, and then I approve it. I still want to be the one who approves it." (owner, cycling and strength studio; N3, 13 October 2026; not for use; unprompted)
- "I'd never want software changing who's down as teaching without one of us saying yes." (studio manager, climbing and fitness studio; N5, 15 October 2026; anonymous; unprompted)
Against it: none in these notes. Studios A, B and E did not raise approval.
Says one thing, does another: none.
Confidence: Medium (only two sources, Studios C and D, both unprompted).
Bears on: neither the belief nor the decision. It bears on how anything built would have to work.

Their words

For the problem: "Swaps are what kill me." (N4, anonymous) · "It's knowing who taught." (N4, anonymous) · "It's three hours I never get back." (N1, anonymous) · "a spreadsheet only I understand" (N3, not for use)
For what they want: "a list per instructor I can check in ten minutes" (N3, not for use)
What holds them back: "I never think about it" (N6, anonymous) · "so I went back to my own sheet" (N1, anonymous) · "I'd never want software changing who's down as teaching without one of us saying yes." (N5, anonymous)
May be used outside the company: passages marked anonymous, as wording only, with no studio and no result attached, once the marketing lead approves. Nothing from N3: permission was not asked.

What else they tried or considered

Their own spreadsheet: Studios A and C (N1, N3, quoted under theme 2).
A payroll bureau's template: Studio A, abandoned (N1, quoted under theme 2).
A sheet built by a freelancer: "We paid a freelancer to build a sheet with formulas last year. It broke when we added the third site." (owner, cycling and strength studio; N3, 13 October 2026; not for use; unprompted)
An accountant: Studio E (N6, quoted under theme 2).
A bookkeeper for half a day a month: Studio A has thought about it and not hired one (N1, note-taker's summary, not the customer's words).
Nothing: Studio B (N2, note-taker's summary, not the customer's words).

Leads (not findings)

Owners cannot see which classes lose money after instructor pay. One independent studio. "What I can't see is which classes lose money once I've paid the instructor. I'd pay for that tomorrow." (owner, dance and barre studio; N6, 20 October 2026; anonymous; unprompted). "I'd pay for that tomorrow" is a promise about the future: shown, not counted. It would become a finding if two more studios described, unprompted, a time they needed that figure and could not get it.

Still unknown

Whether Studios D and E pay flat or tiered rates. Who could answer: their owners.
How often a swap goes unrecorded and what it costs. No note gives a number beyond one Sunday at Studio D. Who could answer: an owner or studio manager, from last month's records.
Whether any studio has already spent money on fixing swap records. Who could answer: owners.
Whether the owner of Studio C permits use of their words. Who could answer: the owner, asked by the product lead.

Sources

N1 · 6 October 2026 · owner, yoga studio · Studio A · anonymous · read
N2 · 8 October 2026 · studio manager, pilates studio · Studio B · anonymous · read
N3 · 13 October 2026 · owner, cycling and strength studio · Studio C · not for use (not asked) · read
N4 · 15 October 2026 · owner, climbing and fitness studio · Studio D · anonymous · read
N5 · 15 October 2026 · studio manager, climbing and fitness studio · Studio D · anonymous · read
N6 · 20 October 2026 · owner, dance and barre studio · Studio E · anonymous · read

For the reader to decide

Whether the add-on as planned still makes sense, or the work should start with the record of who taught. The product lead decides.
Whether to go back to Studios D and E about their rates, and to Studio C about permission. The product lead decides; this document contacts no one.
Whether any anonymous wording is used in marketing. The marketing lead approves.

A passage is cited as "asked" only where the interviewer's question named its subject or offered the answer; answers to open questions such as "What have you tried?" are unprompted. Words from N3 are quoted here, inside the company, marked not for use. Every quotation above can be found, word for word, in the note it cites. Nothing was sent and no record was changed.

Where it fits

Marketing and content: positioning and copy start from what customers say, in the words they use.
Product management: a product bet is checked against customers’ accounts of the last time the problem happened.
Software technology: discovery calls, win and loss calls and customer conversations pile up faster than anyone reads them.
Professional services: client conversations show how buyers describe the work they need before a new service is named.
Consumer brands: customer conversations give the brand its customers’ vocabulary.
Marketing and advertising: an agency brings a client evidence with a citation on every line.
New business lines: before you build a new line, find out whether customers describe the problem it solves.

What has to change for your company

How notes are labelled. A date, a role, a kind of business and a business reference on every note, and quotation marks around a customer’s exact words.
Your permission question. The sentence you ask at the close of a call, and where the answers are recorded.
Your minimum. How many independent sources a customer group needs before a theme counts as a finding. The template starts at five.
Who approves public use. The role that confirms a customer’s permission before any of their words appear outside the company.
Your platform. It runs in ChatGPT, Claude, Copilot or Gemini. Decide which notes the assistant may read and where the synthesis is kept.

What has been checked

Fully Powered AI wrote this capability template. It was editorially reviewed on 9 November 2026. It has not yet been tested in a client environment. It has not yet been tested as a packaged version in ChatGPT, Claude, Copilot or Gemini.

Testing in your environment means running it on a round of notes someone on your team already knows well, plus hard cases written in advance: notes with no exact words, two speakers from one business, a belief the notes contradict. The person who was on the calls checks every quotation against its note. Pilot acceptance-test preparation sets those cases up, and what we test before we call an AI workflow ready describes the record we keep.

The full capability template

Everything above is the outline. The complete capability template is the working version: the roles, the inputs, the procedure, the exceptions and stop conditions, the output format, the reviewer checklist, the acceptance tests, the instructions for an AI assistant and what to customize for your company. It comes with a download and the link to its folder in Fully Powered’s public repository.

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