Signal-Based GTM: The 60-Playbook Framework That Replaces Lead Scoring
Lead scoring treats all engagement the same. Signal-based GTM runs 60 different response patterns, and it’s generating $1.5M+ pipelines.
All essays
Every deep-dive, sorted by date. Filter by topic to find what you need.
The GEO Stack: Ranking on ChatGPT, Perplexity, and Gemini
AI search traffic converts 6x better than organic. Here’s the technical playbook for getting cited.
Growth Marketing Is Not GTM
The conflation that’s warping org charts, budgets, and hiring, plus what the GTM engineer role tells us about where this is heading
Satellite Apps: The Lead Magnet Replacement for AI-Era GTM
Why free tools beat free content for lead generation in 2026
When the AI Agent IS the Business: Lessons from Autonomous Revenue
What happens when you remove humans from the revenue loop entirely
Activation Before Acquisition: The Growth Sequencing Framework
Why fixing your activation rate is worth more than doubling your marketing budget
Your Buyer Doesn’t Care About ROI. They Care About Not Getting Fired.
Why career risk, not financial return, drives every B2B buying decision
Product-Led Sales: The Blueprint for Marrying Self-Serve With an Enterprise Motion
How the best B2B companies run PLG and sales-led simultaneously without breaking either
Workflows First, Then Agents: The GTM Automation Decision Tree
Most teams are deploying agents where workflows would do. Here’s how to decide.
The PMF Treadmill: Why AI Companies Can Never Stop Sprinting
Product-market fit used to be a destination. In AI, it’s a moving target.
The Revenue Stack Architecture for 2026
A reference architecture is forming across the best GTM teams. It has 5 layers, but most teams only build 2-3. The real insight is what sits between the layers: data caches, agent orchestration, and feedback loops.
The AI Pricing Trilemma: Usage, Credits, or Subscriptions
Why AI companies can’t just copy the SaaS pricing playbook
Your SaaS Blog Is One Update Away From Irrelevance
ClickUp lost 97.6% of its blog traffic in 15 months. From 1.19 million monthly organic visits in January 2025 to under 29,000 by April 2026. This was not a penalty. There was no manual action. The domain itself held relatively steady, declining only 57.8% over the same period. Google did not punish the brand. It […]
Why Your Best Cold Email Copy Will Not Save You From AI Search
The outbound community is optimizing copy, deliverability, and personalization. But when a VP of Sales asks ChatGPT for recommendations before opening their inbox, copy quality becomes secondary to LLM visibility.
Multi-Agent GTM: From 20 AI Agents to $1.5M Pipeline
How orchestrated agent systems are replacing the traditional GTM stack
Your FAQ Page Is Your New Homepage for AI Search
LLMs pull answers from structured, question-formatted content. Your FAQ page, if built correctly, becomes the single most important page for AI search visibility. Most companies treat it as an afterthought.
The 35-Person Unicorn: How AI Breaks the Headcount-Revenue Curve
Why the relationship between headcount and revenue is breaking, and what it means for how we build companies
The AI Search Revenue Channel: Why Early Adopters Are Seeing 7x Growth
One agency reported $506K in contract value from AI search in 4 months with 7.6x LLM traffic growth. AI search is becoming a real pipeline source. But most teams are treating it as SEO 2.0 instead of a fundamentally different channel.
Building the GTM Team of 2026: Fewer Humans, Higher Leverage
The traditional sales org chart is obsolete. Here’s what’s replacing it.
The Agentic GTM Stack Is a Trap (Unless You Do This First)
Every GTM agency is demoing Claude Code + MCPs as their differentiator. But tool consolidation without strategy consolidation just centralizes bad decisions faster. Here is what to do first.
Distribution Is the New Moat: Stage-Appropriate GTM for B2B
Building is cheap. Distribution is expensive. The best GTM teams figured this out first.
The Enterprise AI Adoption Chasm Is Wider Than You Think
Most organizations are performing AI adoption. A small percentage are actually doing it. The gap between them is becoming structural.
Revenue Engines Don’t Scale — They Compound
The best GTM teams stopped adding headcount and started building systems with feedback loops
The Economics of Building With AI: What the Numbers Actually Show
AI collapsed the cost of building. It didn’t collapse the cost of distribution. Here’s what that means for revenue teams.
The Zero-Click Reality: Why Your Content Strategy Needs a Systems Overhaul
Two-thirds of searches end without a click. The implications for B2B content are bigger than most teams realize.
AI Agents Are Replacing Your Tool Stack (Whether You’re Ready or Not)
Context engineering, multi-agent architectures, and why the biggest shift in GTM isn’t a new tool
From Tools to Systems: The Real Shift in AI-Native GTM
Why the teams booking 400+ meetings per quarter aren’t working harder
The Architecture of Modern Outbound
Why targeting, channel design, and process architecture matter more than copy