The Flywheel
Practical writing on supply strategy, growth, operations, and the mechanics of building marketplaces that work.

Search behavior is shifting. Buyers are asking ChatGPT, Perplexity, and Google's AI Overviews instead of scanning organic results. Here is what marketplace founders need to do now to stay visible as that shift accelerates.
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Marketplaces have a structural SEO advantage most founders ignore. Your supply data already contains everything needed to build thousands of ranking pages. This is how to build a programmatic SEO engine that compounds without a content team.

Learn how to seed supply in a cold-start marketplace. This founder-focused playbook covers tactical strategies, from manual outreach to partnerships and anchor suppliers, to build liquidity and trust before demand arrives.

Learn how to calculate Total Addressable Market (TAM) for marketplaces using GMV, revenue potential, and city-by-city analysis. A practical guide for founders.
High-quality supply photos drive trust, conversion, and SEO in marketplaces. Learn the image standards every founder must set early to protect growth and user confidence.
A practical guide for marketplace founders on defining the right supply for growth. Learn how volume, quality, diversity, engagement, and geographic density shape liquidity, trust, and conversion.
A clear breakdown of the different types of marketplaces and how they grow. Learn how horizontal, vertical, B2B, B2C, product, service, high frequency, and low frequency marketplaces work and why each model needs its own growth strategy.
Learn how the marketplace flywheel actually works, why it fuels sustainable growth, and how founders can build real liquidity, trust, and early traction.
Learn the essential marketplace terms every founder must know. Understand GMV vs revenue, take rate, liquidity, CAC, LTV, retention, and more in this complete guide.
Advisory for marketplace founders at $1M to $30M GMV.