When it comes to social selling and B2B outreach, not all LinkedIn users are created equal. Some scroll, some like, and others engage. These high-activity users – we call them LinkedIn Heavy Users – offer a goldmine of insights for tailored, timely, and effective outreach.

But how do you spot them? And more importantly: how do you use that data?

What Is a LinkedIn Heavy User?

LinkedIn Heavy Users are individuals with:

  • Consistent posting or resharing behavior

  • Frequent engagement with industry content (likes, comments, follows)

  • Profile updates that reflect new roles, skills, or focus areas

  • A digital footprint that reflects strategic interest and momentum

These are the people who set trends, explore new solutions, and shape buying decisions in their organizations.

Why It Matters

Sales can identify who is actively searching for solutions - and when to reach out
Marketing can tailor content and campaigns to real-time interests
Customer Intelligence can enrich CRM data with behavioral context

How It Works - From Data to Insights

We analyze public and behavioral data using AI to:

  • Identify top active users across target industries or accounts

  • Summarize recent project involvement and shared interests

  • Map engagement patterns (topics, content types, times of activity)

  • Build persona-based microsegments for more relevant outreach

It's like having a live customer profile that updates itself.

What You Get

Digital Footprint Summary: See what topics a person cares about - before the call
Engagement Heatmap: Know when and where to interact
AI-Supported Recommendations: Get tailored conversation starters
CRM Enrichment: Plug all insights directly into your sales tools

Use Case: Strategic Outreach that Lands

Instead of sending generic messages to 500 people, target 30 people who just posted about a challenge you solve. Comment. Connect. Convert.

With a 50–70% connection acceptance rate and up to 20% reply rate, this approach outperforms standard campaigns significantly.

Curious how this could work for your team or next campaign?

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