Growth Strategy

How Much Autonomy to Grant a Vendor's AI Ad Agent

Salesforce and Adobe now let marketers hand campaign execution to autonomous agents. The real decision is how much judgment to delegate, not whether to.

Direct Mail Is Outperforming Paid Search in 2026

B2B CAC is up 31% in a year. Dimensional direct mail to the C-suite is delivering better ROI than paid search. The data says stop treating it as nostalgia.

Multi-Threading Beats Content and Targeting as a Growth Lever

B2B win rates fell from 29% to roughly 19%. The strongest predictor of a close isn't content or targeting — it's how many buying-committee contacts are engaged.

Webinars Should Be Built Replay-First, Not Live-First

Webinars beat trade shows on cost per lead and deal velocity, but nearly half the views happen after the live event. Most programs aren't built for that.

Zero-Click Isn't a Traffic Problem. It's a CAC Reallocation Problem.

Google referrals to publishers fell 33% in 2025. AI Overviews cover 60% of US queries. Zero-click is a CAC reallocation problem, not a traffic one.

Competitive Displacement as a Primary Acquisition Motion

Takeout campaigns produce 80-day payback periods and 650% ROI on disciplined programs. At most B2B companies, 'compete' is a side project. The math says it shouldn't be.

Advocacy, Community, and Executive LinkedIn: Three Tier-0 Channels Marketing Mostly Ignores

Advocacy programs produce 3x referral pipeline. CLG drives 30–50% of pipeline at companies that build it. Founder LinkedIn now outperforms most paid channels. None of them sit in marketing at most companies.

Ecosystem-Led Growth as a Primary Acquisition Motion (Not a Press Release)

Partner-led revenue at leading B2B companies is now 30–50% of total. ELG overlay deals win 3.6x more often than cold direct. Most partner programs are organized for the opposite outcome.

The PLG Ceiling and the Sales-Assisted Transition

PLG works clean below $10K ACV and breaks above $50K. Most PLG-native companies stall at $10–50M ARR when enterprise buyers arrive. Adding sales is harder than it sounds.

ABM Tier-1 vs. ABM Theater (and Where AI SDRs Don't Help)

ABM headline numbers — 81% higher ROI, 39% Tier-1 win rates — assume real Tier-1 economics. Most companies are running list-based marketing on a thousand accounts and calling it ABM.

The Partner-Led Growth Attribution Framework

How to attribute revenue across partner-sourced, partner-influenced, and direct deals — with the tracking infrastructure, lift testing, and CAC logic that makes partner investment defensible.

Your Marketing Problem Is Probably a Business Strategy Problem

When marketing underperforms, changing campaigns is usually the wrong move. The real issue is upstream in strategy, alignment, or positioning.

What Consumer Goods Gets Right That SaaS Has Never Learned

CPG built rigorous measurement and launch systems over decades of thin margins. SaaS treats those lessons as irrelevant. That's an expensive assumption.

Brand vs Performance Is a False Choice

The industry forces you to pick brand or performance. But the most capital-efficient companies aren't choosing — they're using data to connect both.