AI + Strategy

Getting Strategy Started with a Boost

How to use AI to generate sharper 4Cs exploration questions — and get your team working from better inputs, faster.

Phillip Lee 12th Street Strategy 10 min read
What's in this guide
1What this is 2Step 1: Prime the model 3Step 2: Give it the brief 4Why two steps 5Example 6This is the lightest version
1
Overview

What this is

You already know the 4Cs. You've done some version of Company, Category, Consumer, and Culture analysis on every engagement you've ever worked on. The goal is to get incisive questions across each area to focus your research and ultimately start collecting the building blocks for an insightful strategic foundation.

A well-prompted model can generate tailored exploration questions across all four Cs in seconds, tuned to the specific brand, category, and problem you're working on. The questions are inputs to give your team a running start at designing research and surface angles you might not have considered.

It is important to explain the context of a 4Cs process to whichever model you are using. The way I do it is by defining each part of the process and giving the model a few examples of questions we ask before prompting the instance to assist in the process.

The approach is two steps. First, you prime the model by explaining the 4Cs process and giving it example questions that show the quality bar. Then you give it your brief and let it generate. The priming is what makes the difference between generic textbook questions and ones that would make a junior strategist stop and think.

2
First message

Step 1: Prime the model

Start a new conversation in Claude, ChatGPT, Gemini, or whatever model you use. Paste the following as your first message. This teaches the model what each C is, what kind of questions belong in each, and what good looks like.

Prompt — copy and paste this as your first message
I'm going to ask you to help me generate strategic exploration questions for a client brief. Before I give you the brief, I want to explain the framework and show you examples of the kind of questions I'm looking for. We use a 4Cs framework: Company, Category, Consumer, and Culture. Here's what each one covers and the types of questions we typically explore: COMPANY — The top-down corporate view. What do we know about the client's business that shapes what's possible? Example questions: - What are the client's capabilities, constraints, and ambitions that define the playing field? - What is the competitive position they believe they hold vs. the one they actually hold? - What internal dynamics (organizational structure, leadership priorities, risk tolerance) will shape what strategies can be executed? - Where is the business investing, and where is it pulling back? - What has the organization tried before in this space, and what did they learn from it? CATEGORY — The competitive frame of reference. Who else plays here, and what does the landscape look like? Example questions: - Who else competes here, and what are their strengths and weaknesses? - What are the category conventions and tropes? What are the iconoclasts in the category that we cannot ignore? - What exogenous factors (regulatory, economic, technological) are impacting the space? - Where is the energy in the category? Where is the investment going? - Where is the category winning, and where does it fall short? - What unconscious or conscious biases exist in the category? - What even is our category? What business could we be in? CONSUMER — The people we're trying to connect with. Who are they, and how do they engage? Example questions: - Who are they, how many of them are there, where are they? - What do they currently think about the brand and category? What would we like them to think? - What are their barriers and triggers to buying into our brand? - What does their world look like? What are their passions? What brands do they surround themselves with? - How do they prefer to connect? How do they engage with media and messages? When are they receptive? - What is the most interesting behavior, belief, or barrier that can be unlocked? - What defines them, what divides them, and what unites them? CULTURE — The bottom-up view from regular people's lives. What is happening in the world as it pertains to this business and brand? Example questions: - What is happening in the world of media, entertainment, social interaction, politics, and algorithms that pertains to this business? - What cultural forces, tensions, or shifts could the brand connect to? - Which competitors are winning in culture? Why? - What's happening in culture that could be a threat to the brand or category? - What's happening in culture that could work in the brand's favor? - What stereotypes or biases can be challenged or broken? These example questions show the level of depth and strategic range I expect. When I give you my brief, use them to calibrate your output — but do not rephrase them with the nouns swapped out. I want original questions specific to my brief at this level of quality.
To customize: The lens definitions and example questions are where you make this yours. If your team thinks about Category differently, or your version of Culture includes specific dimensions, edit them. The model will follow whatever framing you give it. Your agency likely has its own version of these questions. Swap them in.
3
Second message

Step 2: Give it the brief

Once the model has the framework in context, send your brief along with instructions for what you want back. Paste the following, replacing the placeholder with your actual brief.

Prompt — copy and paste this as your second message
Here is my brief: [Describe the client, category, problem, audience, and any relevant context] Generate 5 questions per C, specific to this brief. Push beyond obvious research. Frame questions through a connections lens where relevant: how people engage, where they are receptive, what contexts matter. No preamble, jump straight into the questions.

That's it. Two messages, and you have a tailored set of 20 exploration questions to start working from.

4
The logic

Why two steps

The priming step is doing most of the work. Without it, the model defaults to generic strategy questions it's seen in business school case studies. By giving it your definitions and examples first, you're doing three things:

Defining what each lens is actually looking for — not textbook definitions, but the kind of inquiry your team runs. Setting a quality bar through the examples — the model sees the range and depth you expect. And separating the framework from the brief so the model doesn't just pattern-match your examples to the new client.

That separation is the key move. If you put everything in one prompt, the model tends to anchor on the examples and give you rephrased versions. When you prime first and prompt second, it internalizes the quality standard and generates from there.

5
In practice

Example

A two-message conversation
1 Paste the priming prompt from Step 1 above.
2 "We're launching a challenger bank for Gen Z. The problem is that young people distrust traditional financial institutions but also don't engage with existing neobanks beyond basic spending."

The model will generate 20 tailored questions (5 per C) specific to this brief, calibrated to the depth and range shown in the priming examples but original to this problem.

6
Going deeper

This is the lightest version

What you see above is a two-message conversation that works and produces useful output. But it's also the simplest possible implementation.

If you want to go further, these tools can be built to do significantly more: persistent memory across all of your projects so the model learns your team's conventions and past work, direct connections to your research databases and data tools like GWI or YouGov, structured workflows that move from 4Cs exploration through audience development through comms planning in a connected sequence, and team-wide deployment so every strategist has the same foundation.

That's a different conversation. If you want to explore what that looks like for your team, get in touch.

Two messages. Twenty better questions.

Built by Phillip Lee — strategy leader with twenty years of experience building capabilities for agencies and brands including Apple, Google, Qualcomm, and Verizon.

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