Market and Competitive Research

Evidence for a decision you are about to make, so you learn the opportunity is smaller before you spend, not after.

What we've learned so far

Research is worth commissioning when a real decision is waiting: whether to enter a market, what to charge, which segment to build for, or whether an opportunity is large enough to justify the investment. Its return is avoided cost. A few weeks spent establishing that the opportunity is smaller than assumed is the cheapest outcome available in product work.

Most of what we have been shown was assembled to justify a decision already taken. It is thorough, it cites sources and it changes nothing. We scope to the fork rather than to the market, and we take a position at the end, because a report that lists findings and stops has moved nothing. The second thing worth saying is that feature matrices are the least useful artefact in this category. Features are easy to copy and rarely explain why anyone buys. Pricing structure, onboarding, support model, who a company refuses to serve and what they have quietly stopped doing are far more informative, and all of it is observable without access to anyone's internal data.

Models will now produce a market report in minutes, and it will be fluent, structured and confidently wrong in places you cannot see. They are trained on what has been published, which means they reproduce the market's own narrative about itself, including the parts that are marketing. We use them to cover ground quickly, then verify the claims that the decision actually rests on. The value is no longer in gathering information. It is in knowing which three facts the decision turns on and being willing to be accountable for the recommendation.

What this can involve

Positioning and Pricing

Where you sit in the market and what that justifies charging.

Business Case Development

The numbers and reasoning a board needs to approve the work.

Opportunity Assessment

Evaluate a direction on evidence before committing budget to it.

Pricing and Positioning Analysis

How you are priced and perceived relative to the alternatives.

Category and Trend Research

Where the category is heading, and what that means for your roadmap.

Competitive Benchmarking

Measure your product against rivals on the dimensions buyers care about.

Competitor Analysis Services

Map the competitive field and find the position nobody is defending.

Survey and Data Analysis

Quantitative validation of what qualitative research suggests.

Customer Interviews

Structured conversations with real customers, synthesised into decisions.

Market Research Services

Size the opportunity and understand the buyers before building for them.

User Research Services

Interviews, diary studies and surveys that replace opinion with evidence.

Persona Development

Evidence-based personas built from research, not from a workshop of assumptions.

How we work

Establish the decision, not the topic

Whether to enter a market, what to charge, which segment to build for. We scope to the fork rather than to the market, because research without a decision attached produces a document nobody acts on.

Identify the few facts it turns on

Most decisions rest on three or four things. Naming them early is what stops the work becoming a survey of everything that could be known about a category.

Look at behaviour rather than feature lists

Pricing structure, onboarding, support model, who a competitor refuses to serve and what they have quietly stopped doing. Features are easy to copy and rarely explain why anyone buys.

Talk to people who chose something else

Your lost deals and your competitors' customers. This is the hardest part to arrange and consistently the most useful, because it is the only source that is not the market describing itself.

Take a position and be accountable for it

We say what we think you should do and why, including when the answer is that the opportunity is smaller than you hoped. A report that lists findings and stops has moved nothing.

Est. engagement duration:
10 to 20 working days
Avg. team size:
1 to 2 people

Where this isn't the right fit

If the decision is already made, research will either waste your money or embarrass you. Most of what we are shown in this category was assembled to justify a conclusion somebody had already reached, and it is honest to say that upfront.

If you need a broad overview of a category rather than an answer to a specific question, a model will produce something fluent in minutes and it will cost you nothing. It will also be confidently wrong in places you cannot see, which is fine for orientation and not for a decision. And if you are not prepared to act on an answer you did not want, this is not worth commissioning.

Projects we've delivered

2023

B2B Marketplace Platform Design

Business and Fintech
Technology
2022

AI Travel Planning Assistant with MCP Server

Technology
2022

No-Code AI Platform on Google Cloud and AWS

Technology

Frequently asked questions

Do you work with startups still at the idea stage?

Related services

Test the assumption before you build on it. Let's run the research.