Nabil Asofi

Library / LLM API

Product Marketing Context

Build the one document every other workflow reads, so nothing downstream has to guess who you sell to.

Setup time
40 min
Stack
LLM APIGoogle Sheets
Replaces
re-explaining your positioning in every new prompt, tool and hire

What it does, in order

Product Marketing Context — pipeline of 5 steps Pipeline of 5 steps: 1. Interview you in writing (LLM API); 2. Extract the positioning (LLM API); 3. Name who it is not for (LLM API); 4. Flag the contradictions (LLM API); 5. Write the context file (Google Sheets). 01 Interview you in writing LLM API 02 Extract the positioning LLM API 03 Name who it is not for LLM API 04 Flag the contradictions LLM API 05 Write the context file Google Sheets Product Marketing Context — pipeline of 5 steps Pipeline of 5 steps: 1. Interview you in writing (LLM API); 2. Extract the positioning (LLM API); 3. Name who it is not for (LLM API); 4. Flag the contradictions (LLM API); 5. Write the context file (Google Sheets). 01 Interview you in writing LLM API 02 Extract the positioning LLM API 03 Name who it is not for LLM API 04 Flag the contradictions LLM API 05 Write the context file Google Sheets
5 steps. The final node is the artifact you end up with.

What this does

Interviews you in writing and turns the answers into a structured context document. It asks the questions that decide whether downstream content is any good: what you sell, what it replaces, who buys it and who should not, what they already believe when they arrive, what they are afraid of, what proof you actually have, and the words you never want used about you.

Then it writes that into a file the other workflows read before they do anything.

What you get

  • The interview prompt, ordered to produce usable answers rather than tidy ones
  • The output template, with the fields the other workflows expect
  • A contradictions pass, which flags where your answers disagree with each other — usually where the real positioning problem lives
  • Guidance on keeping it current without rewriting it every quarter

What it replaces

The opening paragraph of every prompt you have ever written explaining your business. It replaces the drift that appears when three people write content for one brand and none of them describe it the same way.

Honest limits

It writes down what you tell it. Describe your customer as “anyone who wants to grow” and you get a confident document about selling to everyone, which is the most expensive mistake in marketing.

It is a first draft of your positioning, not a strategy. The contradictions pass will surface the hard questions. Answering them is your job, and it is not a small one.