Pattern recognition

Every sales team I meet is watching the same patterns. Funding rounds. Hiring spikes. New CMO in post ninety days. Website visits, intent data, the job-change alert that pings at 6am.
They call this “signal.” It’s useful. It’s also available to every competitor running the same tools.
The patterns that actually win deals don’t show up in a platform. They show up in how a person behaves once they’re already talking to you.
Market patterns get you in the room
Let’s not pretend market signals aren’t worth watching. They are.
A funding round, a new hire, a leadership change. These tell you when a door might be opening. They’re the patterns that earn you the first conversation. Top of funnel runs on this.
But if everyone’s watching the same data, everyone’s chasing the same door at the same time. You’re not spotting an opportunity. You’re joining a queue.
That’s fine for getting started. It’s not a strategy for winning once you’re in the room. And most sales teams stop there because market signals are easy to buy and automate. The behavioural side takes attention.
Most people don’t have the patience for it.
The patterns nobody’s trained themselves to see
Once a prospect is talking to you, a different kind of pattern starts forming. Not market behaviour. Human behaviour.
When do they actually reply? Do they answer in the morning or after the kids are in bed? Do they go quiet every quarter-end and reappear like clockwork in week one of the new quarter? Do they book the first meeting slot you offer, or do they always reschedule once?
None of this is in your CRM. Most of it isn’t even being noticed because salespeople are trained to chase the next action, not to watch the pattern behind it.
That’s the gap. And it’s a wide one.
Twelve places the pattern is hiding
Once you accept that behaviour is the signal, the next question is where to actually look.
And this is where most sales leaders go quiet, because nobody's ever broken it down for them. They know the idea sounds right. They don't know what to watch on a Tuesday afternoon.
So here's the breakdown. Not a checklist to fill in once. A set of lenses to hold up against every active conversation, until noticing them stops being effort and starts being instinct.
This is the part I'd actually train a team on. Not a tool. A habit of attention.
Timing. When someone naturally engages and whether you’re working with that rhythm or against it.
Cadence. The Tuesday reply. The quarterly check-in. The silence after board meetings that always lifts the following week.
Meeting behaviour. First slot or last. Camera on or off. Thirty minutes or an hour. This tells you how much of their day they’re willing to give you, and that’s not nothing.
Email behaviour. Short and functional, or long and considered. Inline replies or fresh threads. This is how they think, not just how they write.
Momentum. Replies getting faster. Questions getting sharper. Documents arriving before you’ve asked for them. Momentum isn’t activity. It’s a change in behaviour you can actually point to.
Decision-making style. Consensus builder or fast decider. Needs five references or needs none. Loops in procurement early or keeps it private until the last minute.
Information preference. Video, PDF, voice note, live call. Forcing your format onto someone who’s told you their preference through behaviour, not words, is how deals stall for no obvious reason.
Objection patterns. The concern they keep returning to. Budget, implementation, internal buy-in. It’s rarely new each time. It’s the same worry wearing a different sentence.
Internal influence. Who they bring in, and when. Who they keep away from you. This tells you more about how the deal will actually get approved than anything in a proposal.
Micro-commitments. Do they do what they say they’ll do? Reply with the document, introduce the colleague, accept the invite quickly? Reliability on the small stuff is the best predictor of reliability on the big stuff. I’d trust this over almost any other signal.
Energy. People have rhythms. More decisive before annual planning, harder to reach in August, sharper after a win. Not universal. Individual.
Engagement style. Likes but never comments. Downloads everything but never replies. They share your content internally without telling you. Each of these tells you something true about how they’re processing what you’re sending them.
Why this matters more than the dashboard
Market signals tell you when someone might be ready to buy. Behavioural patterns tell you how engaged they are, and that impacts when they’re actually going to buy.
That second thing is what closes deals. Not the funding round. Not the job title change. The fact that you noticed Sarah only replies between 7 and 8am, so you stopped emailing her at 4pm and wondering why she’d gone cold.
This isn’t about working harder. It’s about removing the friction you didn’t know you were creating, because you were operating on assumptions instead of observations.
What I’d actually ask your team to track
Forget the hundred-field CRM. I’d want five or six honest behavioural observations per active opportunity.
Best response window. Preferred channel. Typical response time. Decision style. Stakeholder pattern. A single line on reliability. Do they do what they say?
Build that over a sales cycle, and you don’t have a contact record. You have a behavioural profile. And a behavioural profile is something your competitor, running the same intent-data tool as you, doesn’t have.
Let’s wrap this up
AI can already tell you that someone visited your website or changed jobs. That’s table stakes now. Useful, but it’s available to anyone with a subscription.
What isn’t available to anyone with a subscription is the discipline to notice that a specific person always asks about implementation before they ask about price, and to stop pitching features at them because of it.
The best salespeople I’ve worked with over the past twenty-plus years weren’t the best talkers. They were the best observers. They noticed the pattern, adapted to it, and stopped guessing.
That’s a harder skill to build than running another report. It’s also a much harder one for anyone to copy.
The question is whether you’re training your team to read the market or training them to read the person in front of them. Most businesses only ever do the first. The ones who do both are the ones who stop losing deals they should have won.
