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Opendoor

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Strategy4 steps

Adjacency-and-Network Expansion Test

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B2B Channel Sequencing Ladder

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Barrels and Ammunition

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Build for Where the Models Are Going

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Build on Undiscovered Talent

Beat better-funded incumbents by hiring people the market's hiring machines systematically misprice.

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Cap Table as a Growth Strategy

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Competition-Aware, Not Competition-Focused

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Context-First Agent Debugging

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Contribution-Margin Payback Period over CAC

Judge acquisition ROI by how many months of contribution-margin profit it takes to repay CAC, not by CAC or LTV:CAC.

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Conviction-Building for Low-Volume Experiments

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Leadership4 steps

Criticize in Public

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Depth-Meets-Breadth Product Review

Run reviews to make the product better, not to interrogate — you bring breadth, the team brings depth

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Dual-Sided ROI Equation

Price each acquisition to include the cost of acquiring the other side it needs, then push to your payback threshold

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Escape-Velocity Activation Metric

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Even-Keel Under Pressure

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Foundational Insight Over Customer Research

For consumer and SMB products, customer feedback is directionally wrong — build from your own insight instead.

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Hand the Toil to the Model First

Delegate the boring, repetitive parts of engineering to agents before anything else, and collapse the path to production.

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Productivity3 steps

Homogenize the Early Experience for Retention

Move retention by fixing unlucky bad first experiences, not by nudging people about to churn

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Iterate-Then-Automate Scaling Ladder

Let ops manually iterate a process until it breaks at scale, then hand exactly that broken step to technology

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Kernel-of-Truth Signal Triage

Product is finding the one thing that really matters in a sea of inputs — capture everything, then ruthlessly filter

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Maximize the Treatment Effect to Fail Conclusively

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MECE Problem Decomposition

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Communication4 steps

Nail the First Three Sentences

Spend a disproportionate share of your time framing the opening — get it right and the rest writes itself.

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North Star Translation Layer

Give every team a metric they can directly move, then convert each into a single company North Star using a shared translation factor.

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Product Operations Feedback Loop

A function that reports to Ops but sits with Product to close the two-way gap between HQ builders and field teams

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Relentless Application of Force

The CEO's core job is offsetting the complacency that success naturally breeds — push hardest when winning.

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Ruthless Referencing

Diagnose talent by extracting the right information from many references, not by trusting a 45-minute interview.

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Strategy4 steps

The Four Marketplace Health Metrics

Track GMV, unit economics, liquidity, and share of wallet to know if a marketplace is truly healthy

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Mindset3 steps

The Gardener Mindset for Marketplaces

Run a marketplace like a gardener with a light touch, not a construction worker building linear features

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The Growth Model Building Blocks

Build a spreadsheet formula of how your business grows, layer by layer, to find your real levers

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The Marketplace Fragmentation Test

A marketplace only works if the market is fragmented and the per-transaction dollars are small enough to keep it in the middle

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Leadership4 steps

The Surgeon Management Model

Spend over half your time making your top 10% feel like a supported surgeon who can't be blocked.

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Innovation4 steps

The Ugly Baby Test

Seek ideas that make smart peers laugh — real alpha lives in the ugly babies everyone dismisses.

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Leadership3 steps

Two-Path Talent Sourcing (Network + Data)

Find the companies best at the skill you're hiring for, then find the best person there - via referral chains or via public performance data.

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Two-Sided AI Adoption

Pair top-down executive buy-in with a bottom-up tiger team of excited power users.

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Strategy3 steps

Vertical Unbundling Criteria

Only carve a vertical out of a horizontal marketplace if it has high value or frequency and a self-contained network

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