Environmental Scanning: Process, Types, and an Example
A competitor took 20% of our market in one quarter. And I never saw it coming. The signals were all public. A hiring spree. A quiet pricing…
Secondary Data: Definition, Examples, and How to Use It
I once burned $28,000 on secondary data before I understood how to use it. True story. Here’s how it went. I bought contact databases…
Candidate Database: How to Build One Recruiters Use
When I ran ops for a B2B team in Hamburg, we had a folder called “Talent.” Thousands of resumes. Nobody ever opened it. So every…
B2B Data: Types, Sources, and How to Use It
I spent 90 days living inside B2B data. Fourteen providers. Hundreds of campaigns. One clear pattern fell out of all of it. The teams that…
Company Data: Types, Sources, and How B2B Teams Use It
When I started running outbound at a B2B startup in Hamburg, I inherited a list of 3,000 “target accounts.” It looked impressive…
Location Quotient: Formula, Data Sources, and B2B Uses
The first territory map I ever built was wrong. Confidently, expensively wrong. I was a few years into B2B marketing, working out of Hamburg,…
Data Enrichment vs Data Integration: The Real Difference
A few years back, our marketing data was a mess. Records everywhere. Nothing lined up. I found out the hard way. Our customer records sat…
Data Hydration vs Data Enrichment: What’s the Difference?
Data silos were quietly killing our campaign performance. And I had no idea. This was early 2024. My team was running a big B2B campaign for a…
Data Enrichment vs Data Cleansing: Which Comes First?
I spent three months watching my sales team fight the same losing battle. They’d pull a list from the CRM and start reaching out. Then…
Reliable Data: What It Is, How to Measure and Build It
Let me tell you about the worst Monday of my marketing career. I was running demand gen for a B2B software company, working out of a small…