AI SDRs vs Human SDRs: An Honest Reality Check
AI has taken over a specific and substantial part of the SDR job and barely touched the rest. Here is where the AI SDR…
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
- Outbound Systems
- Cold Email Copywriting
- Email Deliverability
- TAM & ICP Strategy
- Case Studies & Results
Account Intelligence vs Intent Data: What’s the Difference for Outbound
Account intelligence vs intent data: what's the difference and when to use each?
What Is Technographic Data and How to Use It for ICP Targeting
Technographic data: what it is, how to use it, and why it matters for ICP targeting.
The Best AI Sales Platforms in 2026: What They Actually Do
AI sales platforms: what they actually do and how to choose the right one.
AI Tool Sprawl in B2B Sales: How to Audit and Simplify Your GTM Stack
Too many AI tools? Here is how to audit and simplify your GTM stack.
HG Insights Review: Is This the Best Technographic Data Tool for B2B
HG Insights for technographic data: worth it or overpriced? Here is the review.
Clay + Octave: How AI Tools Are Reshaping the Outbound SDR Role
Clay + Octave: AI automation that scales outbound without replacing SDRs. Here is how it works.
B2B Outbound Case Study: Building $1.2M Pipeline in 90 Days
Real results: $1.2M pipeline, 31 SQLs, 90 days. Here is the case study of how signal-led AI outbound actually works.
LinkedIn Outbound Beyond Sales Navigator: DMs, Comments, and Content
LinkedIn outbound is getting stronger than cold email. Here is how to run multi-channel LinkedIn outreach.
How to Scale Cold Outreach Without Burning Your Sending Domains
Want to send more cold emails without burning your domains? Here is the framework for safe scaling.