Leads, data and signals

How to find companies that just raised funding, hired a leader or changed tools

By Asen Levov, co-founder of Sellinger. Reviewed by Viktorio Shopov. Published . Last updated . 8 minute read.

Find them where they announce it: their own LinkedIn posts, press releases and job listings. Funding, a new leader, a hiring push and a request for a tool recommendation are all public events that suggest a company is about to spend. Qualify each one before you write, reach the right role within days, and mention the event in the first line.

A company that just raised money has a budget and a plan to grow. A company that hired a head of sales is about to buy tools and services. A person asking "what do you use for X?" has a need today. These are timing signals, and timing is the hardest thing to get from a static list. This post shows where to find each kind and how to turn it into outreach, with the limits stated.

Why do timing signals matter?

On our own LinkedIn outbound we compared lists by where the lead came from. People who had just engaged with a post on our topic replied at 54.6% and booked 4.54 meetings per 100 messaged, against 37.2% and 1.16 for an untagged list in the October 2025 cohort (case study). That was an engagement signal, not funding, and we have no separate result for a funding signal, so do not read it as one. It does show the principle: a reason to write beats a list of names.

How do you find companies that just raised funding?

Start with where the news appears.

  • Founder and company posts on LinkedIn. Many companies announce a round in a post, and founders often write their own. Search for words such as raised, closed, announced, round, series and million.
  • Press releases and trade news. Funding news sites and the company's own newsroom.
  • Regulatory filings. In the US, a company that sells securities in a private placement files a Form D with the SEC, which is public. It can lag the announcement and does not cover every raise.
  • Investor portfolio pages. Funds list new investments.

Choose one or two sources and check them weekly. Anything you cannot keep up with becomes a list nobody reads.

Sellinger has a signal template for this. A funding announcement signal tracks posts announcing a company's funding round, with a choice of round types from angel through Series D and later, plus industry and target roles. It rejects posts that are investment advice, general finance content, portfolio promotion or non equity funding such as a grant, so you do not get a pile of false matches.

How do you find companies hiring a leader?

A new head of sales, growth or operations is a strong signal because new leaders change tools and vendors in their first months.

  • Job listings. Open roles for the title you care about, on job boards and LinkedIn.
  • "New joiner" posts. People announce a new role in a post. These often arrive after the hire, which is when the budget exists.
  • Hiring posts. A hiring manager posting "we are looking for" is early.

The product covers three of these: hiring for a position (posts about companies hiring for a role), job search (live listings pulled from job boards, not posts), and new joiner (announcements of a new appointment).

Be careful with job listings from recruitment agencies. They tell you the role exists, not that the company will buy anything. Focus on direct employer listings, as the job search template does.

How do you spot companies changing tools?

This is the hardest, because few people announce it. Three clues:

  • A request for a recommendation. A post asking "what do you use for X?" or comparing options. The signal is genuine only if the author is truly seeking advice.
  • A complaint. A post expressing frustration with a tool or a process.
  • A search for an agency or service. Someone looking for a provider.

Sellinger has templates for asking for recommendations, tool or service recommendations, frustration expressions and agency search. They rest on public posts, and the qualification step discards posts that are promotional or off topic.

How do you qualify a signal before you write?

A raw signal is not a lead. Check four things.

  1. Is it about the right company? A founder congratulating a portfolio company is not a company raise.
  2. Is it recent? Set a freshness window. Days, not months.
  3. Does it fit your buyer? Industry, size and region.
  4. Is there a person to write to? A role that owns the problem, with a profile or an address.

An AI qualification step can do the first pass, which is how the product handles it, but you should read a sample until you trust the filter.

Who should you write to?

Not automatically the founder. After a raise, the person who will spend the money is often the head of growth, sales, operations or the relevant function. For a hiring signal, write to the person the new hire will report to, or to the new hire after a few weeks. For a recommendation request, write to the person who asked, and answer the question they asked.

What should the message say?

Mention the event, then connect it to something true about their work. Do not congratulate and pitch in one breath.

  • Weak: "Congrats on the round! We help startups grow faster. Do you have 15 minutes?"
  • Better: "Saw the seed round announcement. Hiring your first two sales people usually follows within a quarter. How are you planning to find the first 100 accounts?"

Both are illustrations, not quotes from a campaign. The second is an observation with one easy question. On our own account, observation openers beat questions by 10 to 15 points, and the best of both is an observation that leads to a question they can answer in a line (observation openers).

What does qualifying look like in practice?

This is a made up set of five signals, to show how the four checks sort them. None is a real company.

Table
Founder posts a seed round, says they are hiring salesYesThis weekYesHead of growthWrite now
An investor congratulates a portfolio companyNo, it is the investor's postThis weekUnknownNoneSkip
A recruitment agency lists a sales roleUnclearThis weekUnknownThe agencySkip
A founder asks "what do you use for outbound?"YesTodayYesThe founderAnswer the question first
A round announced four months agoYesNoYesHead of salesMove to a general list

Two of five get a message. That ratio is normal, and it is the point: a filter you trust makes the messages that do go out better.

How do you learn which signals are worth keeping?

Tag every lead with its signal type before the first message, then count replies and meetings per person messaged by type once a month. We have no published result for any one signal type, so your own count is the evidence. Keep the types that produce meetings and retire the rest, and watch the sample size: a signal type with 20 people messaged cannot be judged on a percentage, only by reading the replies.

What are the limits?

  • Not every raise is a buyer. Some companies will not spend for months.
  • Signals decay. The first week is worth more than the fourth.
  • Public posts are not consent. The data is public, but legal rules on contacting people still apply, especially in the EU and UK (is cold email legal).
  • Competitors see the same news. The first useful message wins.

What is a simple weekly routine?

  1. Monday: pull the new signals from one or two sources.
  2. Qualify: remove anything that fails the four checks.
  3. Write: a first line that names the event.
  4. Send: through your normal sequence, with a cap on follow ups.
  5. Friday: count replies by signal type, so you learn which signals are worth keeping.

For the wider set of signal types, see intent signals worth acting on and what is intent data.

Common questions

Where do I find companies that just raised funding?
Founder and company posts on LinkedIn, press releases, trade news and, in the US, regulatory filings for private placements. Pick one or two sources you can check weekly.
How fresh should the signal be?
As fresh as you can manage. A funding post from this week is a reason to write. One from last quarter is a list.
Which role should I write to?
The person who owns the problem your offer solves, not the founder by default. After a raise, that is often the head of growth, sales or operations.
Does Sellinger track these signals?
Yes. Company activity templates cover funding announcements by round type, hiring for a position, live job listings, new joiners and new offices. They are among 26 signal templates in 8 categories, included with every bundle. We do not claim results for any one signal type.

How Sellinger helps

Read how it works on See intent signals, or see a real campaign in Read how signals ran our own outbound.

Sources

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