top of page

5. Your ICP, Upgraded: A Data-Driven Guide to Buyer Personas

  • Writer: Claudius
    Claudius
  • Jul 13
  • 3 min read

Alright, let’s be real: most SaaS companies think they know their ICP. But when you ask for details, you get:


  • “We sell to tech companies that need automation.”

  • “Our customers are B2B startups that want to scale.”

  • “Anyone who wants better [insert generic problem here].”


Sound familiar? That’s not an ICP. That’s just wishful thinking.


If you’re serious about hypergrowth, you need a data-driven ICP and buyer persona. And not just a vague idea of who you think should buy from you. Let’s break it down.


Wait… What’s the Difference Between an ICP and a Buyer Persona?


A lot of people mix these up, but they’re not the same.


ICP (Ideal Customer Profile) = The type of company you targetThink of your ICP as the company-level criteria that define your best-fit customer.

  • Industry (e.g., FinTech, SaaS, Healthcare)

  • Company size (e.g., 50 to 500 employees)

  • Revenue range (e.g., $10M to $100M ARR)

  • Tech stack (e.g., HubSpot, Salesforce, Slack)

  • Growth stage (e.g., Series A to C, post-product-market fit)


Buyer Persona = The individual decision-maker you sell toThis is the person inside the company who makes the buying call.

  • Job title and role (e.g., VP of Sales, Head of RevOps)

  • Goals and KPIs (e.g., “Increase pipeline velocity by 20%”)

  • Biggest pain points (e.g., “Struggling with forecasting accuracy”)

  • Buying triggers (e.g., “Just raised a Series B, needs to scale fast”)

  • Where they hang out (e.g., LinkedIn, podcasts, Slack communities)


Think of it this way:

"Your ICP tells you where to hunt. Your buyer persona tells you who to talk to."


How to Build a Data-Driven ICP (No Guessing)


Step 1: Analyze Your Best Customers

Start by looking at:

  • High LTV accounts

  • Fast-closing deals

  • Customers who expand or refer

  • Accounts with low churn


Then look for patterns:

  • Are they in the same industry?

  • Do they use the same tools?

  • Are they at a similar stage of growth?


Pro Tip: Export customer data into a spreadsheet, tag by type, and sort by revenue impact. Your real ICP will emerge.

Step 2: Validate With Market Data Gut instinct is fine, but you need data.

Use:

  • LinkedIn Sales Navigator to spot trends in titles and verticals

  • Software review platforms to identify recurring pain points

  • Crunchbase or PitchBook to find companies that are growing


This helps confirm that your ICP aligns with what the market is doing now.


How to Build a Buyer Persona That’s Actually Useful


Step 1: Talk to Real Buyers

Interview current customers AND also those who didn’t buy.

Ask:

  • “What problem were you trying to solve when you found us?”

  • “What almost stopped you from moving forward?”

  • “What helped you decide?”

  • “Who else was involved?”


Record and transcribe these calls. Patterns will surface over time.


Step 2: Watch Buyer Behavior 

Intent signals are everywhere. Track:

  • Who’s reading your emails or visiting your site

  • What pages they spend time on

  • Which accounts show signs of change (new hires, funding, expansion)


Tools like Clearbit, 6sense, and Bombora can help you prioritize these high-intent accounts. If your ideal customer profile isn’t showing signs of change (funding, hiring, product launches), they’re probably not buying soon.


STRATEQS' Perspective: Stop Guessing, Start Targeting

If your GTM is built on vague personas and overgeneralized ICPs, you're burning time and pipeline.


The best SaaS teams:

  • Know exactly which companies fit

  • Understand what drives their buyers

  • Use that clarity to sharpen targeting and accelerate conversion


Let’s Build a Targeting Strategy That Actually Converts

On our first strategy call, we’ll:

  • Audit your current ICP and personas

  • Identify the patterns in your best deals

  • Build a smarter targeting model that attracts high-intent buyers


Stop guessing. Start scaling.


Comments


bottom of page