What Is List Decay — and How Fast Does Your B2B Data Go Bad?
B2B list decay quietly destroys outbound performance long before bounce rates make it obvious. This post explains what it is, how fast data goes…
GTM playbooks, not hot takes.
Field notes from building outbound systems for B2B teams — infrastructure, research, and the numbers behind both.
- All
- GTM Engineering
- B2B Sales Tools & Stack
- Cold Email Copywriting
- Outbound Systems
- Email Deliverability
- TAM & ICP Strategy
- Case Studies & Results
ABM vs Cold Outbound: How to Choose the Right B2B Outreach Strategy
ABM is precision targeting at high cost per account. Cold outbound is volume-based with lower cost per touch. Both can work — but choosing…
MQL vs SQL vs PQL: Which Lead Definition Is Costing You Pipeline
MQL, SQL, and PQL are three different answers to the same question: when is a lead worth a sales conversation? Getting the definition wrong…
What Is Intent Data? How to Use Buying Signals in Cold Outbound
Intent data tells you which accounts are actively researching solutions like yours — before they fill out a demo form. Here is how B2B…
SAM vs TAM vs SOM: The B2B Market Sizing Framework That Actually Matters
TAM gets all the attention in pitch decks. But for outbound teams, SOM — Serviceable Obtainable Market — is the only number that sets…
ICP Scoring: How to Rank and Prioritize Your Best-Fit B2B Prospects
Not all prospects in your TAM are created equal. ICP scoring gives every account a fit score so your outbound team always contacts the…
Clay’s New Pricing Model: What Changed and What GTM Leaders Should Do
Clay repriced its whole platform: data credits dropped 50-90%, and a new Actions metric replaced the old credit model. Growth fell from $800 to…
SPF, DKIM and DMARC Setup for Cold Email Domains
SPF, DKIM and DMARC setup authorizes senders, signs messages and checks domain alignment. Configure and test all three before sending cold email.
Inbound vs Outbound: Which Is Better For B2B?
In the world of marketing, the balance between inbound vs outbound strategies can dramatically influence a company’s growth. Surprisingly, data shows that 60% more…
Hard Bounce vs Soft Bounce Email: What You Need to Know
A hard bounce is permanent and needs immediate suppression. A soft bounce is temporary and needs monitoring. Here is how to tell them apart…