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Data & Lists

The Hiring-Signal Campaign

"Saw you're hiring" is not a signal. It is a headline

Noam Sol, COO · Data & Lists

An open role is one of the most accessible sources in outbound, and that is precisely the problem. Anyone with access to a job board sends the same sentence, and the recipient already read it this month from four other people.

What turns an open role into a real signal is not that it exists. It is its shape.

How long it has been open. Whether it was reposted. How many roles are open at the same time. Which department. Who posted it. What the requirements say. Those details do more than prove you looked. They tell you what is happening inside, and the copy nearly writes itself.

And this campaign runs as two completely different tracks off the same scrape.

01

Who this is for, and when to skip it

Track one, whoever sells into the hiring pain. Staffing, outsourcing, training, recruiting tools, a service that removes the need for the role. Here the open role is the pain itself, and the conversation touches directly what they are trying to solve.

Track two, whoever uses hiring as a proxy for growth. The role has nothing to do with what you sell. It only shows there is budget, there is motion, and somebody there is busy growing. Here the role often goes unmentioned entirely. It only decides who enters the list.

Skip it when your market is too small to produce a steady stream of roles. A signal that appears once a month is not a campaign, it is an alert.

And one warning worth more than the rest. It is very easy to sink into signal work and neglect the offer, and that is almost always the mistake. A strong offer with no signal at all beats a sophisticated signal with a mediocre offer. The signal decides who to approach and when. It does not replace the reason somebody would answer.

02

Building the list

Step one, scrape repeatedly. Job data goes stale. A one-off scrape produces a list where part of it is already closed. The scrape has to run again and again on a steady cadence, and the campaign should feed off it rather than restarting each time.

Step two, extract the shape. From each role, pull what turns it into information: how long it has been open, whether it is a repost, how many roles that company has open, the department, the exact title, who posted it, and keywords from the requirements.

Two fields decide everything here. A role that has been open a long time is an expensive pain that already exists, not a future one. And a repost means they tried and failed. That is the strongest signal in the whole category, and it is almost never used.

Step three, read the count. A single role at a stable company usually means somebody left. Many roles open at once mean growth. Those are opposite situations, and you do not write the same thing to them.

Step four, find who decides. Whoever posted the role is often the person feeling the pain, and not always the person who signs. Worth pulling both them and whoever sits above them, and running them as two contacts at the same company on different angles.

Step five, cleaning. Blocklist, recipient mail-provider check, then validation. Plus deduplication against earlier scrapes, because the same company will keep coming back with new roles.

03

The angle

On track one, the shape is the opening.

  • Line one: point at the shape, not the existence. How long, or that it is back, or how many there are.
  • Line two: what that shape actually means for their cost.
  • Line three: what you do about exactly that situation.
  • Line four: a soft ask.

The difference between "saw you're hiring" and pointing at the shape is the difference between an email that gets deleted and one that gets read. The first tells them what they already know. The second tells them somebody understood the situation.

On track two, the role stays backstage.

Here you open on the motion, not the role. A company that is growing runs into problems it did not have before, and that is the opening. Naming the role directly on this track sounds odd, because there is no connection between what they are hiring for and what you sell.

04

The offer

On track one, the offer should speak to what happens while the role sits open. There is a stretch of time where the work is not getting done, and that is the real pain. An offer aimed at that gap is stronger than an offer competing with the hiring process itself.

On track two, the offer does not touch hiring at all. The signal only picked the list, and the offer stands on its own.

On both tracks the ask stays soft. Ask permission, not time.

05

The sequence

The sequence here has to respect time, because the signal ages while you are running.

Step one goes out as close as possible to the moment the signal is picked up. Then a gap, and here is a move most teams miss: a follow-up a few weeks later that leans on the role still being open. If it closed, the signal is gone and it is worth exiting the sequence. If it did not close, the pain only got worse, and the second approach is stronger than the first.

That is the difference between a sequence that reminds people it exists and one that talks about something that moved.

06

Upload and send

This campaign runs well on both channels and best combined.

On email. Warmed secondary domain, split by the recipient's mail provider, body variation, short subject line in separate clean versions. No links in the first email.

On LinkedIn. For whoever posted the role this is often the better channel, because they are already there. No signature, no spintax, short.

Timing is the parameter that matters. A campaign that runs weekly against a daily scrape sends stale signals. Better to let the stream feed the campaign continuously.

07

Where it breaks

Sending on existence instead of shape. The basic failure, and what turns this into one more deleted email.

The signal went stale. An email about a role that closed two weeks ago proves the exact opposite of what it set out to prove.

Approaching the wrong person. Whoever posted the role may be an external recruiter with no connection to the budget.

Treating every role the same. One role at a stable company and one role out of ten are two different stories.

Investing everything in the signal and nothing in the offer. A campaign with sophisticated signal extraction and a weak offer loses to a simple campaign with a good offer. Almost always.

Emailing the same company every time it posts. A company that hires heavily comes back in every scrape. Without deduplication they get an email from you every week, and that ends in a complaint.

What to take from this
  • The shape of the role is the signal. Its existence is just a headline.
  • A long-open role and a reposted role are the two strongest signals in the category, and both are almost never used.
  • The same scrape feeds two completely different campaigns, depending on what you sell.
  • The second approach, while the role is still open, is stronger than the first.
  • The signal picks who to approach. The offer decides whether they answer.
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