From research to strategy: a complete path, with an example

A brand that wants to grow online: how you move from market facts to choices, to testing, to content — and how you keep the reason behind every decision.

Updated October 6, 2026 · MAPS editorial team

In brief

Moving from research to strategy means turning facts about the market into explicit choices, putting them to the test before spending, and translating them into work — while keeping track of the why. The typical path: understand the market, read the tensions, choose a direction among alternatives, test it, decide and produce.

An example

A men’s formalwear brand, strong in multi-brand stores, sees online sales in its category growing and wants to understand whether and how to follow. The path below is an example, with fictional names, of how you move from research to strategy.

1. Understand the market

Competitive intelligence shows where competitors are online and with what offer; social listening surfaces online customers’ main fear — fit without trying it on —; reviews reveal what they value about made-to-measure in the boutique.

2. Read the tensions

An evidence-based SWOT lines up strengths (the tailoring, the pattern archive) and weaknesses (little online presence). The channel-by-channel journey map shows the pain point: choosing the size, online.

3. Choose among alternatives

Three possible directions: cover the marketplaces with a narrow selection; a proprietary e-commerce site; made-to-measure booked online with the fitting in the boutique. For each one, the positioning map and the Business Model Canvas show what changes and what it costs.

4. Test before you spend

The three directions go in front of synthetic users built on the market’s segments: objections and preferences emerge. Then validation with real customers, on the riskiest assumption — “would they pay more for made-to-measure online?”.

5. Decide, and write down the why

The choice — for example, made-to-measure online with the fitting in the boutique — is recorded with the evidence, the risks and the rejected alternatives. Six months from now someone will ask “why didn’t we do e-commerce?”, and the answer will be there.

6. Turn it into work

The positioning becomes campaigns and content: pages, posts, emails, a presentation for the board. Every piece can be tested before it’s published, and goes through approval.

The mistakes that make you lose the thread

Jumping from research to campaign without an explicit choice in between.
A single alternative. Without a comparison, there is no decision.
Testing after spending. Tests cost little before and a lot after.
Not writing down the why. The decision stays; the reason gets lost.

How MAPS does it

In MAPS this path is the protocol itself: the Monitor gathers the facts, the Analyze tools reason on them and explore different scenarios, Prove puts them in front of synthetic users, Scale turns them into content. The decision memory records what you decided, why, on what evidence and what you rejected; and if you don’t know where to start, the guided paths line up the tools starting from your objective.

Decision memory in MAPS: decisions made and under evaluation, with date, author and tags

How it works: Strategic Memory →

Frequently asked questions

How long does this path take?

It depends on the decision. Gathering the facts can take a few hours; the choices and the tests with real customers take as long as it takes to get clear answers.

Do you need all these tools?

No: you need the ones that answer your question. In the example, SWOT, journey and positioning map are enough to clarify the alternatives.

How do you choose among alternatives?

By comparing them on the same criteria — demand, credibility, cost, risk — and testing the riskiest assumption of each one before deciding.

Why record decisions?

Because the reason behind a choice gets lost quickly. Recording it avoids reopening decisions already made, or repeating mistakes already made.

Written by the MAPS editorial team with the help of AI, checked and reviewed by the team.

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