How to Find Startups Before They Raise

By the time a startup's seed round makes the news, the round is usually closed. The founders met their lead investor weeks or months earlier, and the press release is the last step, not the first. If you want to meet companies while there is still room in the round, you have to look where companies leave traces before they announce anything.

The good news is that early companies leave a lot of traces. They are just scattered across dozens of places that were never designed for investors.

Why Funding News Is a Lagging Signal

A funding announcement tells you three things: the company exists, someone credible invested, and the round is done. For a fund that wants to lead or join early rounds, only the first fact is useful, and you could have learned it much sooner.

Most founders start building in public long before they raise. They ship a landing page, list the product on launch platforms, open-source a component, post a first job, register the company, or join an accelerator. Each of those events is public, and each one happens before the round.

The Signals That Come First

Not every signal means the same thing. A useful way to think about them is by what they prove.

• A product exists. Launch-platform debuts, Hacker News "Show HN" posts and listings in product directories show that something has shipped.
• Someone selected the team. Accelerator batches and fund portfolio pages show that an investor or program chose these founders, often before any public round.
• Developers care. New open-source repositories, AI models and MCP servers that gain users quickly are a strong signal for developer-facing companies.
• The company is growing. A first job post, especially for engineering or sales, means the founders expect to need more people.
• Money moved. In the United States, a Form D filing shows that a company sold securities under a private-placement exemption, sometimes before any announcement.

One signal on its own is weak. A launch with no follow-through is common. What matters is when independent kinds of signals line up: an accelerator batch, then a launch, then a first hire, all within a few weeks. That pattern is much harder to fake and much rarer than any single event.

Where to Look, Region by Region

Early signals are local. The startup press in Berlin, Bengaluru, Lagos, São Paulo or Seoul covers companies that English-language tech media will not mention for another year, if ever. Business registries in countries such as Finland and Norway publish new company registrations. National job boards show which startups are hiring.

This is also where most investors stop: reading twenty regional sources in eight languages every morning is not a realistic job for one associate. It is, however, a realistic job for software.

Separating Traction From Noise

Every channel has noise. Launch platforms are full of side projects, directories accept almost anything, and GitHub stars can be bought. A few habits keep you honest:

1. Count kinds of evidence, not volume. Ten launch-directory listings are one kind of signal. An accelerator batch plus a hire plus a launch is three.
2. Check the website. A dead or parked domain ends the conversation quickly. A clear product page with real customers does not.
3. Look at timing. Signals that cluster within weeks usually mean a team is moving. Signals spread over years usually mean a hobby.
4. Prefer evidence you can link to. Every signal worth acting on should have a source you can open and check.

A Weekly Checklist

If you want to start without any tools, this is a reasonable minimum:

1. Monday: check new accelerator batches and portfolio additions from the programs you trust.
2. Tuesday: scan the regional startup press for your target countries, including non-English sources.
3. Wednesday: look at new launches and developer projects in your sectors.
4. Thursday: review new private-placement filings and company registrations where they are public.
5. Friday: merge what you found. Companies that appeared more than once this week go to the top of the list.

It works, but it takes several hours a week, and it misses anything that happens between your checks.

Making It a Habit

The investors who consistently meet companies early do not rely on luck or a single network. They run a routine: a fixed set of sources, a way to merge mentions of the same company, a shortlist, and a weekly review.

AlphaScout was built to run that routine for you. It reads public sources across more than 40 countries, ties every signal to the company behind it, and ranks the ones where independent evidence lines up, every day. You can see how it works on the features page, or browse last week's hidden gems for free and judge the list yourself.