Be observant and connect the dots.
Remember playing “I Spy” as a kid?
It’s the same with sales.
Your prospects gives signals, dozens of them in fact. But while you’re focused on what they are saying, you’re missing out on a whole different dimension that seasoned sales reps look out for.
They are observing what others missed:
🔎 The executive who suddenly stopped attending calls.
🔎 The shift from “if we move forward” to “when we implement”.
🔎 The energy dropped whenever budget is mentioned.
Every signal is a dot. When connected, they for a pattern. That pattern tells you exactly where your deal is heading [1].
It is being observant and this pattern recognition that separates the good from great sales reps.
Pattern recognition starts from observing.
Here’s what cognitive psychology reveals: pattern recognition begins with a heightened capacity things that others overlook [1].
The truth about top sales reps, is not that they have better prospects, or better pitches. They are more observant.
They observe:
- what prospects do
- How they say it
- Who shows up and who doesn’t
- What changes over time
- Where the energy goes
Here’s a simple way to think about how you can turn what you observe into actionable patterns [1].
STEP 1: BE OBSERVANT
Notice multiple behaviors others miss
Don’t just listen, observe everything:
- How fast do they respond? (Has it changed?)
- What language do they use? (“If” vs. “when”)
- Who shows up to meetings? (Who disappeared?)
- What’s their energy? (Engaged or distracted?)
Then immediately document it. Within 5 minutes of the interaction, write down the specific behaviors you observed.
STEP 2: CONNECT THE DOTS
See how behaviors relate to each other
Ask yourself: “Are these behaviors happening together for a reason?”
Example:
- Dot 1: Response time dropped to 2 hours
- Dot 2: They’re saying “when we implement”
- Dot 3: Technical team suddenly joined calls
Write down the connection, it helps to visualise this and to log it.
These aren’t random. Something changed on their end that’s causing ALL three shifts simultaneously.
STEP 3: RECOGNIZE THE PATTERN
Understand what it predicts and document the pattern.
Connected behaviors form patterns that reveal deal trajectory. Write down which pattern you’re seeing:
- Buying Pattern: Fast responses + “when” language + technical team = Budget approved, will close in 14 days
- Stalling Pattern: Vague praise + avoiding meetings + requesting info = Polite “no,” stop wasting time
- Risk Pattern: Champion gone + energy drop + backward questions = Internal support lost, deal at risk
Name the pattern you’re recognizing so you can compare it to future deals. The pattern, once recognized, reveals outcomes that weren’t apparent from individual behaviors alone.
STEP 4: TAKE ACTION
Move deals forward faster or disqualify sooner.
Based on the pattern, make strategic decisions:
- Recognize buying pattern → Accelerate the close, stop nurturing
- Recognize stalling pattern → Disqualify early, save 6 weeks
- Recognize risk pattern → Investigate what changed, rebuild champion support
Document what you did and what happened. This is how you learn whether you’re recognizing patterns accurately.
Top performers write down observations immediately after every interaction. Document within 5 minutes or the data disappears forever.
- You’ll forget 70% of observational details within one hour
- You can’t compare this week’s behaviors to last week’s if you never documented them
- Written observations are proof of what you actually noticed vs. what you think you noticed
Example #1: Sarah Spots the “Ready to Buy” Signal What Sarah Observed
Prospect’s email responses: 48 hours → 4 hours (sudden shift)
Language change: “If we do this” → “When we roll this out” (3 times in one call)
New attendee: CFO joined unexpectedly, asked about implementation timeline
Pattern She Recognized: Budget approved, deadline pressure
Action She Took: Instead of scheduling another “discovery call” next week, she said: “It sounds like there’s urgency on your end—should we move straight to proposal and close this week?”
Result: Prospect replied: “Actually yes, we need this live by Nov 1st.” Deal closed in 5 days instead of 30.
Without pattern recognition
She’d have kept “building value” for 3 more weeks while the prospect got impatient.
Example #2: Marcus Saves 6 Weeks on a Dead Deal What Marcus Observed
Prospect praised the demo: “Really interesting, appreciate your time”. But asked zero specific questions about pricing, timeline, or implementation
When Marcus suggested next steps: “Let me discuss internally and circle back”. Then went radio silent for a week
Pattern He Recognized: The “polite no”—generic praise + no engagement + avoiding commitment
Action He Took: Instead of sending 5 follow-up emails, he sent one honest message: “It seems like the timing might not be right. Should we reconnect in Q1?”
Result: Prospect responded immediately: “You’re right, we’re not prioritizing this now. Let’s talk in March.”
Without pattern recognition
Marcus would have spent 6 weeks chasing before finally giving up.
Example #3: Jennifer Catches the “Champion Exit” Warning What Jennifer Observed
Prospect went missing: Her champion (Mike from IT) who attended every call suddenly missing. New person from procurement showed up, immediately asked about “competitive pricing”
Conversation went backward: From implementation logistics → basic “explain your ROI again”
Pattern She Recognized: Lost champion, competitor likely entered
Action She Took: Right after the call, she texted Mike: “Haven’t seen you lately—everything okay?” Mike replied: “Leadership is now evaluating multiple vendors. I’m still supporting you but the CEO wants procurement involved.”
Result: Jennifer immediately adjusted strategy—stopped selling to procurement, worked with Mike to get introduced to the CEO, positioned for the real decision-maker.
Without pattern recognition
She’d have kept running standard calls with procurement while losing behind the scenes to a competitor who had the CEO relationship.
The Performance Gap Is Real
Here's what separates the top 20% of sales performers from everyone else.
It's not about:
❌ Working more hours
❌ Making more calls
❌ Having better products
❌ Getting luckier with prospects
It's about SEEING what others miss.
✅ Close deals 36% faster. Pattern recognizers turn 45-day sales cycles into 29 days: that's 3-4 more deals per quarter [2].
✅ Save 40+ hours per quarter. Spot the "polite no" by Week 2 instead of chasing for 6-8 weeks like average reps [3].
✅ Generate 40% more revenue. Not by working harder, but by knowing exactly which deals deserve your time [4].
Your Irreplaceable Human Advantage
Here's why AI will never replace what you just learned:
AI can track:
- Email open rates
- Response times
- Meeting attendance
- CRM activity
AI cannot observe:
- The energy drop when you mention budget
- The micro-expression of doubt on the CFO's face
- The unspoken tension when procurement joins unexpectedly
- The shift in tone from enthusiastic to transactional
- The way your champion's body language changed in that last meeting
While competitors rely on AI dashboards showing them what happened yesterday, you're observing what's happening RIGHT NOW and predicting what comes next.
That's not just a sales skill. That's your competitive advantage in the AI age [5].
Your Move.
Here's your pattern recognition playbook:
STEP 1: BE OBSERVANT - Notice multiple behaviors others miss, then document within 5 minutes. Fast responses, language shifts, who shows up, energy levels. You can't connect dots you never saw.
STEP 2: CONNECT THE DOTS - Ask yourself: "Are these behaviors happening together for a reason?" Three shifts in the same week aren't random, something is driving all of them.
STEP 3: RECOGNIZE THE PATTERN - Name what you're seeing. The pattern predicts where your deal is heading.
STEP 4: TAKE ACTION - Buying pattern? Accelerate the close. Stalling pattern? Disqualify by Week 2. Risk pattern? Investigate immediately. Strategic decisions, not default reactions.
That's it. Four steps. Repeat for every deal.
Starting today, for every prospect interaction:
Document within 5 minutes:
⚡ Energy – Engaged or distracted?
🗣️ Language – "If" or "when"?
🧍 People – Who's there? Who's missing?
Start observing. Connect the dots. Recognize the patterns. Take action.
Join our growing community.
Sources
[1] Baron, R. A. (2006). "Opportunity Recognition as Pattern Recognition: How Entrepreneurs 'Connect the Dots' to Identify New Business Opportunities." Academy of Management Perspectives, 20(1), 104-119. Available at: https://indico.ph.liv.ac.uk/event/1424/sessions/1151/attachments/3346/4675/Baron-OpportunityRecognitionPattern-2006.pdf
[2] Salesforce (2025). "Human-AI Collaboration: Sales teams shortened sales cycles by 36% after incorporating AI agents." Salesforce Blog on Human-AI Collaboration Skills. Available at: https://www.salesforce.com/ap/blog/human-ai-collaboration/
[3] Industry Research (2024-2025). "Sales representatives waste 25-30% of time on unqualified leads that were identifiable as dead deals within first 2 weeks." Win rate and time efficiency studies. Available at: https://forecastio.ai/blog/master-your-win-rates-to-accelerate-sales-efficiency
[4] Murray Resources (2024). "Pattern recognition in business: Successful professionals identify opportunities 40% faster through pattern recognition skills." Available at: https://murrayresources.com/the-importance-of-pattern-recognition-in-business-lessons-from-baseball/
[5] World Economic Forum (2025). "Human capital: Your new competitive advantage in the GenAI era - Why human skills like observation and contextual intelligence become more valuable as AI adoption increases." Available at: https://www.weforum.org/stories/2025/01/human-capital-your-new-competitive-advantage-in-the-genai-era/