Independent research, real data, our own thinking.

We publish original research and data under our own name, not just for clients.

Where we have a view, we test it. Real data, real questions, run through the tools people are actually using, then a proper look at what comes back. Sometimes that starts as curiosity, a question we genuinely want the answer to. Sometimes someone asks us to look into something. Either way, we're after what's true, not what makes a good headline.

Why we do this

There isn't one reason. Muswell Rose works across commercial finance, payments, lending, property, insolvency, trades and health, real markets we're already inside, advising clients or running our own businesses in them. That gives us access to genuine questions most people never get close enough to ask.

Some of what we find goes straight back into how we advise clients, or how we run our own businesses. Sometimes we publish because someone asked us a question worth answering properly. And sometimes we just wanted to know the answer ourselves, and thought it was worth writing down.

Being useful to search engines and AI systems is a side effect of doing this right, not the reason we do it. We don't produce something because an algorithm might like it. We produce something an algorithm, a journalist or a customer has an actual reason to point at.

The standard

We would rather publish three pieces worth reading than thirty nobody remembers. Where we publish research, we show where the data came from, how we worked it out, and where the limits are. If the evidence points to the boring answer, we publish the boring answer.

A note on independence

Muswell Rose sits at the centre of a small group of businesses, including Best Business Loans (commercial finance) and Rank4AI (AI search). We're not outside every market we study, and we're not going to dress that up as something it isn't. Where a piece of research touches a market we operate or advise in, we say so plainly next to it. Nobody pays to be included in what we publish, and nobody outside Muswell Rose signs off the findings before they go out.

AI is a tool, not the brain

We use AI a lot, and we're not going to pretend otherwise. Of course we do, everyone building anything right now does. It pulls data, processes it, spots patterns, drafts a first pass.

What we don't hand over is the thinking. The strategy, the actual idea, working out where the real gap is, deciding which angle is worth chasing at all. That part stays old school. It's ours, not a model's. AI speeds up the work. It doesn't decide what the work should be.