Hiring signals for sales: how to find companies hiring for the problem you solve

A job posting is one of the few public documents where a company says, in its own words, what problem it has, how much it hurts, and that it has set aside money to fix it. If the problem in that posting is one your product solves, you have found a company with a reason to talk to you this month. That is a hiring signal.

This guide covers which postings count, where to find them, how to check them before you act, and how to write the first message. It is the method Audyense uses for every prospect search, with real numbers from our own runs.

Why a job posting is such a strong buying signal

• It is dated. A posting has a publish date, so you know the problem is current, not something a company mentioned two years ago.
• It names the problem. The responsibilities section is a list of pains, written by the company itself.
• It proves budget. A salary is a larger commitment than most software. A company hiring for a problem is already spending on it.
• It names the team. You know which department owns the problem, and usually who the new hire will report to.

Compare that with most intent data, which tells you that "someone at this company" read articles on a topic. A posting tells you what they want done and by whom.

Which roles to look for

Start from your product, not from the job boards. Ask: when a company has the problem we solve, who do they hire? There are usually three kinds of role.

Pick two or three roles, no more. Each one should be a role a company would only post if it had your problem. "Marketing Manager" is too broad to mean anything. "Growth Marketing Manager" at a 30-person software company means something specific.

Audyense does this step for you: from your product profile it picks up to three roles a company hires when it has your problem, and searches for those.

Where to find postings

• Company job boards. Many software companies post through Greenhouse, Lever or Ashby, which publish each company's open roles on a public page. These are the most reliable source: the posting comes from the company, with its real date.
• LinkedIn Jobs. Large and searchable, with saved-search alerts. Postings are often reposted or left up after they're filled, so check dates.
• Aggregators like Indeed. Wide coverage, but many listings are copies of copies, and agencies post roles for clients without naming them.
• The company's own careers page. The final word on whether a role is still open.

Check every posting before you use it

This is the step most people skip, and it is why many hiring-signal messages fall flat. When we ran Audyense's hiring search on our own product profile, web search turned up 58 postings for the roles we cared about. Only 8 were still open and less than 45 days old. The other 50 were closed, expired, or so old the hire had probably started. Messaging those companies about "your open role" would have been wrong 6 times out of 7.

1. Is it still open? Open the posting on the company's own board, not a copy. If it's gone, the signal is gone.
2. When was it posted? Under 30 days is strong. Up to 45 is usable. Older, and the person is likely hired; the signal changes to "new person in role", which is a different message.
3. Is it really the role you searched for? Read the title word for word. "Field Marketing Manager" is not "Growth Marketing Manager", and a message built on the wrong one shows you didn't read it.
4. Is it the company you think it is? Two companies with similar names are easy to mix up. Match on the website domain, not the name.
5. Is it in a place you sell to? A US-only product shouldn't chase a posting in Singapore because the company also has a US office.

Find the right person to contact

The person in the posting doesn't work there yet, so they are not who you write to. Write to the person who will manage them, or who owns the budget for that team. The posting usually says: "reports to the VP of Sales" or "join our founding team".

At a company under 50 people, that's often a founder. At a larger one, it's the head of the function. Check that the person still works there: contact databases go stale, and someone who left six months ago will never reply.

Write the first message

Lead with the posting, because it is the reason you're writing. Then connect it to what you do in one sentence, and ask for something small.

Example: "Hi Maya, saw Northwind posted its first SDR role last week. Before they start, most teams your size want a list of accounts already showing a reason to buy, so the new hire isn't cold-calling from day one. Want me to send the 10 we'd start with?"

• Name the posting and roughly when. It proves you looked.
• Say what usually happens next for a company in that situation. That's where your product fits.
• Offer something useful before you ask for a call.
• Don't pretend you know more than the posting says. "Saw you're hiring" is honest. "Saw you're struggling with pipeline" is a guess.

How often to check

Hiring signals expire. Check weekly, contact within a few days of finding a posting, and drop any company whose posting has closed. A weekly routine with 10 fresh postings beats a monthly list of 200 stale ones. For the full routine, see a practical week with Audyense.

Going further

Hiring is one signal among several: funding, a new leader, a launch, or someone asking for help in public. Buying signals in B2B sales: 20 examples covers the rest, and signal-based selling shows how to combine them into a weekly process.