Operator notes

Writing on the work of building inbound engines.

GTM engineering. AI in B2B marketing. Brand and demand. Notes from inside the work - what actually moves the needle, and what most companies are still doing the hard way.

Founder framework

How Much Does a Fractional CMO Cost in 2026?

Direct answer on pricing tiers, what's included at each, ROI math, and red flags. Most engagements run $5K to $20K per month.

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Founder framework

When Should a SaaS Startup Hire a CMO?

Stage-by-stage guidance on when to hire full-time CMO vs fractional, the signs you're ready, the signs you're not, and the hidden cost of hiring too early.

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Founder framework

What Does a Fractional CMO Actually Do? A Realistic Day-by-Day

The real work, the meetings that matter, the deliverables to expect, and what a fractional CMO won't do for you.

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Founder framework

Fractional CMO vs Marketing Consultant vs Agency: What's the Difference?

Three different shapes for buying outside marketing help. When each is right, what they cost, and the biggest founder mistake (hiring an agency when you need a fractional CMO).

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Founder framework

How Long Does a Fractional CMO Engagement Last?

The 6-12 month sweet spot, why shorter doesn't compound, why longer needs a plan, and the four phases of a real engagement.

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Founder framework

Fractional CMO vs Full-Time CMO vs AI-Augmented Operator: A Founder's Framework

Three ways to get senior marketing leadership into a funded startup. Cost, capability, and a decision framework for which one fits your stage.

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AI for sales

AI for Sales Teams: How to Make Your AEs Sound Like Senior Reps

AI as a sales coach, not a sales replacement. The five highest-leverage use cases, what NOT to do, and the rollout timeline that actually gets adoption.

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Go-to-market engineering

GTM Engineer vs Marketing Ops vs RevOps: Who Owns What

Three roles, constantly confused. The clean distinction between them and a buyer's guide on which you actually need first.

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AI implementation

How to Actually Implement AI in B2B Marketing (Without Replacing Your Team)

An AI implementation playbook that augments your existing team instead of replacing them. The 3-pillar framework, the order of operations, and the part most articles won't tell you - built for funded founders without a CMO yet.

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Go-to-market engineering

What GTM Engineering Actually Is (And Why You Need One)

GTM engineering is the discipline of turning go-to-market motion into automated, instrumented systems. Here's what it actually is, what GTM engineers do, and when you need one - with a worked example from Curve.

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