competitive differentiation
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How to Scale Enterprise Sales Without Breaking Product Strategy
A practical operating system for diagnosing enterprise readiness, protecting the ICP, building sales capacity, and making growth repeatable.
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Win AI Search: Proven Playbook to Get Your Startup Recommended by ChatGPT & Perplexity
AI search is becoming the new homepage for startups, and the brands that win are the ones models can clearly identify, verify, and cite. In this…
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Build a Company You’ll Run Forever: Bootstrapping vs VC, PMF, and the Art of ‘Eating Glass’
Building a company you’ll run forever requires first principles decision making, founder-approach fit, and an unglamorous commitment to “eating glass.” In this commentary, I unpack how…
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Turn Claude Code Into a Trusted Teammate: My 3-Layer Memory System You Can Copy
I used to waste hours repeating the same context to AI and getting generic, off-the-mark feedback. By giving Claude Code a persistent, file-based memory, I now…
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How to Build a Product Positioning and Messaging Strategy
A practical method for choosing a defensible product position, translating it into clear messages, validating it, and aligning product with go-to-market.
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How Luminance Builds Legal-Grade™ AI at Scale: My Product Lens on Trust and GTM
I break down how Luminance operationalizes Legal-Grade™ AI for enterprise by combining domain-specialized, agentic AI with rigorous governance and human-in-the-loop controls. I highlight the product metrics…
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SaaS Points of Parity: Earn the Right to Differentiate
A practical framework for finding SaaS table stakes, prioritizing the gaps that block deals, and building enough parity without losing your edge.
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How to Create a B2B Category and Scale the GTM Motion
A practical operating model for choosing category creation, proving a practitioner wedge, designing monetization, and scaling from PLG to enterprise.
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Browse topics
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