Field notes on
competitive proof,
not hot takes.
Every essay on this page was written either during or right after a sprint. If a piece makes a claim, it points at the evidence. If it hands you a framework, it's because we used it last month.
Twenty-one pieces. Zero throwaway posts.
We publish when we have something the field hasn't seen. Filed by theme below.
From manual grinding to revenue architecture — the GTM engineering blueprint for the modern CMO.
Why the CMO's job is quietly turning into platform engineering for the revenue engine — and six counter-intuitive truths about how to make that transition.
5 structural gaps in your competitors' claims — and how to exploit them.
A field taxonomy of the five proof gaps we surface most often inside a Competitive Proof Sprint.
How to conduct a competitive analysis that actually works.
The step-by-step process we follow inside a Proof Sprint, adapted for in-house analysts.
Stop building feature tables — feature parity is killing your win rate.
Why the feature-parity slide loses more deals than it wins, and what evidence-first positioning looks like.
The defensibility audit — 5 GTM engineering truths for the modern CMO.
Five checks we run on every revenue architecture that tell us whether the pipeline is defensible.
Stop the hype — winning market trust when your messaging has overpromised.
The three-step intervention we use when a client's customer base starts rolling their eyes.
The expectation trap — why your sales success is killing your retention.
The silent failure mode where every closed-won lays the groundwork for churn eighteen months later.
5 surprising shifts to win high-stakes deals.
What changes when the contract is six figures and seven stakeholders read the same battlecard.
Engineering market dominance through absolute differentiation.
The difference between relative and absolute differentiation, and why the latter survives procurement.
The alignment algorithm — 5 counter-intuitive truths to synchronize your growth engine.
Five moves that sound wrong but consistently unlock alignment between sales, marketing, and CS.
The CMO's playbook for immediate pipeline — 6 counter-intuitive truths.
The six truths a CMO has to swallow if immediate pipeline actually matters this quarter.
Jira is a fortress. Linear is a racecar. Five truths about the war for your workflow.
The cleanest modern case study on proof-based positioning and developer sentiment.
Stop guessing your roadmap.
Roadmaps built from proof gaps close faster, defend better, and ship with less internal debate.
The CMO's evidence-based playbook — deflate competitor hype with market science.
EMR, the Primacy of Price, the 95:5 rule, Permissionless Value Props, BehaviorScan-grade causal proof. Five evidence-based moves.
Beyond the feature list — engineer proof of differentiation for your next board update.
Differential Value, pricing power, the 95:5 rule, Identity Engineering, causal proof. The board-grade evidence stack.