CEO, Alsona
Outbound gets weak when every prospect looks the same on paper.
You pull a list, sort by title, build a sequence, and send the same basic message to hundreds of people who happen to work in the right department. Sometimes that still gets replies. Most of the time, it gets ignored.
The difference is usually context.
Buyer and intent signals give you that context. They help you see who actually fits, who might care right now, and what kind of outreach has a real shot at landing. Without them, outbound turns into volume for the sake of volume. With them, it starts to feel a lot more precise.
That matters on both LinkedIn and email. Timing gets better. Messaging gets sharper. Follow-up gets easier to justify. You stop reaching out just because someone exists in your market and start reaching out because there is a reason to.
People often throw these two terms together, but they are not identical.
Buyer signals tell you whether someone looks like the kind of prospect you want. They point to fit. That could mean company size, hiring activity, funding, team structure, market, tech stack, or the kind of problems they seem to have.
Intent signals are more about motion. They suggest that a prospect may be paying attention, researching a problem, reacting to a change, or getting closer to a decision.
One tells you who belongs in the campaign. The other helps you decide who to prioritize inside it.
You need both.
A prospect can be a clean ICP match and still have no reason to care today. Another may look active but fall outside the kind of account you actually want. Good outbound sits in the overlap between fit and timing.
Buyer signals usually come from facts about the company, the team, or what is happening inside the business.
A few common ones:
These do not always mean the prospect is shopping now. They just tell you the account is worth paying attention to.
Intent signals usually show up in behavior.
That might include:
One signal on its own may not mean much. A pattern usually means more.
That is where teams get this wrong. They see one tiny action and act like they found a buying trigger. Usually, the real value is in the pileup. A hiring push plus leadership change plus engagement with relevant content is much more useful than one random click.
The old version of outbound relied on broad targeting and decent copy. That still works in some cases, but it breaks down fast when the market is crowded and every buyer is being pitched all day.
Signals help fix that.
They make your campaigns more relevant because you are not writing into a vacuum. You have a reason for the outreach. You have some idea of what may be changing. You can anchor the message in something real instead of trying to invent urgency from scratch.
They also make prioritization easier. Not every account deserves the same amount of effort. Some belong in a lighter campaign. Some deserve more personalization. Some should move to the front of the line because the timing looks unusually good.
That kind of sorting matters more than most teams want to admit. A lot of outbound underperforms because the targeting is too loose and the team treats every lead like it should get the same playbook.
Most teams know signals matter. They just do not use them well.
Sometimes they gather too little and stay generic. Other times they gather too much and never turn it into action. They end up with a pile of data and no real campaign logic behind it.
A few problems show up over and over.
First, teams treat every signal as equally meaningful. They are not. A company hiring one AE is different from a company rebuilding its outbound team from the top down. A single post like is not the same as repeated engagement with a topic over several weeks.
Second, they collect signals but never change the messaging. That is a waste. If the campaign still reads like a generic template, the signal did not do much.
Third, they overread weak signals. This happens a lot. Someone opens an email and suddenly they are flagged as hot. That kind of thinking creates fake urgency and bad follow-up.
You are trying to improve your odds, not pretend you can read minds.
The best place to start is with your own customers.
Look at the accounts that turned into strong customers and ask what was true before they bought. Were they hiring? Did they raise money? Did a new leader come in? Were they posting about the exact problem you solve? Did they interact with certain kinds of content before anyone booked a call?
This matters because it gives you signal patterns based on reality, not wishful thinking.
From there, build outward.
Before you worry about intent, make sure the account belongs in your market.
Look at things like:
A lot of teams skip this and go straight to activity. That is how you end up chasing accounts that look busy but were never a good fit to begin with.
Once you know the account fits, look for moments that may create urgency.
This includes things like:
These are useful because they often give you a campaign angle without much work. They tell you what may be happening inside the business right now.
Intent shows up in behavior more than description.
That can include website visits, repeat visits to high-value pages, clicks from email, responses to outreach, LinkedIn engagement, profile views, webinar signups, content downloads, or repeated interaction with topics tied to your category.
Not all of these carry the same weight. Opens are weak. Clicks are better. Replies are stronger. Repeated behavior across channels is where things get especially interesting, because it starts to look less accidental.
LinkedIn is one of the best places to gather signals if you take the time to look beyond job title filters.
You can learn a lot from:
A founder posting about pipeline quality is a signal. A VP of Sales talking about hiring is a signal. A company adding SDR roles while expanding into a new segment is a signal. None of that guarantees a deal, but it gives you a much better reason to reach out than "I saw you work in sales."
Email data can help, but only if you do not overreact to it.
An open is not much. A click on a specific resource is more useful. A reply matters. A prospect who clicks, views your profile, and later engages on LinkedIn is giving you a much better story than someone who triggered one pixel in their inbox.
This is why channel overlap matters. The signal gets stronger when behavior lines up.
Finding signals is one thing. Knowing what to do with them is where the real work starts.
I usually come back to four questions:
A strong signal from the wrong account can still waste your time.
Timing matters. A signal from last week tells a different story than one from ten months ago.
Some signals are light indicators. Others are much closer to direct intent. That difference should change how you act.
If the signal does not affect targeting, priority, messaging, offer, or CTA, it is probably just interesting trivia.
That last point gets missed a lot. Teams collect information that sounds smart in a meeting but does not actually shape outreach.
You do not need a huge scoring model to start. A simple tiered approach is usually enough.
These are signals that suggest near-term interest or active evaluation.
Examples include repeated visits to relevant pages, strong click behavior, meaningful replies, competitor-related activity, or a prospect interacting with your content in several places over a short period.
These are useful signals, but they usually need better messaging to convert.
Examples include recent funding, leadership hires, active hiring, new initiatives, or public discussion of a problem you solve.
These accounts match your ICP, but there is no real sign of urgency yet.
They still belong in outbound. They just may belong in broader campaigns or slower nurture rather than your highest-touch motion.
That kind of sorting helps teams spend time where it actually matters.
LinkedIn works best when the signal shapes both the audience and the message.
A lot of LinkedIn outreach still feels lazy. It starts with a connection request, follows with a generic pitch, and hopes volume makes up for the lack of relevance. Signals are what make the campaign feel grounded.
Instead of putting every head of sales into one campaign, break them up by what is happening around them.
You might build separate campaigns for:
Those are not cosmetic differences. They should change the angle of the message.
The first touch should sound like it came from an actual observation, not from a database field being pasted into a template.
Bad version:
"Hi Sarah, I help B2B teams improve outbound performance."
Better version:
"Noticed your team is hiring outbound reps right now. That usually means pipeline coverage is getting a lot of attention, so I thought I’d reach out."
That works because it sounds like a reason, not a script.
Weak signals usually do not justify an immediate meeting ask. Stronger signals might.
If the signal is light, ask something simple. Start a conversation. Offer a quick thought. Share something relevant.
If the signal is stronger, you can be more direct and suggest a short call, a review, or a tailored walkthrough.
The follow-up should also change based on what happens next. If they accept the connection, view your profile, or engage with a post, that is useful information. LinkedIn should not be treated like a fixed sequence. It should behave more like a responsive system.
Email gives you more room than LinkedIn, which is helpful and dangerous at the same time. It gives you space to explain context, but it also makes it easy to ramble.
Signal-based email works when it is tied to a business moment.
A hiring push can support an angle around scaling outreach or getting more out of a growing team. A new executive can support an angle around building process, improving visibility, or getting early wins. A product launch can support an angle around pipeline generation or market education.
The message should feel like it belongs to something happening now.
Not every signal deserves a hand-built email.
For lower-signal accounts, segment by signal type and write messaging for the group. For higher-signal accounts, go deeper and make the message more account-specific.
That balance matters. If you overpersonalize weak signals, your team burns time. If you underpersonalize strong ones, you leave replies on the table.
This is one of the biggest missed opportunities in outbound.
A lot of teams build campaigns only around title. That is too flat. Two VPs of Sales may need completely different messaging depending on what is going on inside their companies.
One just raised funding. One is hiring. One is entering a new market. One is trying to fix reply rates. Same title, different situation.
Signals help you write for the situation instead of the org chart.
Signals get more useful when you watch them across channels.
A prospect may ignore your email but accept your LinkedIn request. They may click an email, then check your profile. They may engage with a post after seeing your name a few times. That kind of overlap tells you more than any single action on its own.
This is where outbound starts to feel smarter.
You can start with a LinkedIn touch tied to a hiring signal, follow with an email that expands on the business case, then adjust based on who clicked, replied, viewed your profile, or engaged with content. The campaign stops being static and starts reacting to actual behavior.
That is a much better way to run outbound than sending the same sequence no matter what the prospect does.
Good signal-based outbound does not feel creepy and it does not feel overproduced.
It feels timely.
You are reaching the right kind of account, at a moment that seems relevant, with a message that has a clear reason behind it. The CTA fits the strength of the signal. The follow-up changes based on how the prospect responds.
That is the part people often miss. Signals are not just for list building. They should shape the whole campaign, from targeting to tone to next step.
One is overreacting to weak data. Another is assuming a good-fit account is automatically ready. A third is mentioning a signal without tying it to a useful message.
That last one shows up everywhere. Teams spot a signal, mention it in the opener, then drift into the same generic pitch they always use. If the signal does not help explain why the outreach matters, it is not doing much work.
It is also worth being careful with how much certainty you project. You do not need to act like you know exactly what is happening inside the business. Often it is enough to show that you understand the kind of moment they may be in.
That lands better and sounds more believable.
Static outbound is losing ground.
The better model is pretty clear at this point: build the right account pool, look for signs of fit and movement, prioritize the accounts that show the strongest combination of both, and adjust the campaign based on how people respond across LinkedIn and email.
That does not make outbound magic. It just makes it smarter.
Signals will not save a weak offer or bad messaging. They do make it much easier to reach the right people with the right angle at a better time. In most teams, that alone would clean up a lot of wasted outreach.
Buyer and intent signals give outbound teams a better way to decide who to contact, when to contact them, and what to say when they do.
That sounds obvious, but most outbound still is not built that way.
The teams getting better results are paying closer attention. They are not just asking who fits the ICP. They are asking who fits, who looks active, and what that should change about the campaign.
That is what makes outbound feel less random. It is also what makes it more effective on LinkedIn and email.
