marketplace-liquidity

Framework for diagnosing and fixing supply-demand imbalances in two-sided marketplaces. Guides you through understanding your marketplace type, identifying whether you're supply-constrained or demand-constrained, and defining fill rate as your core liquidity metric Emphasizes that liquidity is fundamentally about reliability: how often buyers find what they want and sellers find buyers Highlights the "whac-a-mole" nature of marketplace management, requiring constant rebalancing of supply and demand across geographies and segments Flags common mistakes like growing both sides equally, ignoring local fragmentation, and expanding before achieving density in a single market

INSTALLATION
npx skills add https://github.com/refoundai/lenny-skills --skill marketplace-liquidity
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

$2a

Liquidity = reliability of the marketplace

Dan Hockenmaier: "How reliable is the marketplace? If the consumer is looking for something or supplier is looking to sell something, how often can they do that thing they're trying to do?" Define liquidity as fill rate - the percentage of times buyers find what they want and sellers find buyers. Make this your number one metric.

Marketplace management is whac-a-mole

Ramesh Johari: "Marketplaces are a little bit like a game of whac-a-mole... a lot of marketplace management is moving attention and inventory around." Expect constant rebalancing between supply and demand across different segments and geographies. Build systems to reallocate attention and inventory dynamically.

No supply without demand, no demand without supply

Tim Holley: "If you've got supply without demand, then you don't really have a marketplace. If you've got demand and no supply to meet it, then you also don't have a marketplace." Watch for the "graduation problem" where successful sellers leave the platform. Use data to guide supply toward areas of unmet demand.

Questions to Help Users

  • "How do you define liquidity for your marketplace? What's your fill rate?"
  • "Are you currently supply-constrained or demand-constrained? Does this vary by geography or category?"
  • "How fragmented are the needs in your marketplace - are they uniform or highly heterogeneous?"
  • "What happens when you add more supply? Does it immediately get absorbed by demand?"
  • "Are you seeing a 'graduation problem' where successful suppliers leave your platform?"

Common Mistakes to Flag

  • Growing both sides equally - Usually one side is the constraint. Focus resources on the bottleneck
  • Ignoring geographic/category fragmentation - National liquidity metrics can hide severe local imbalances
  • Not measuring fill rate - Without a clear liquidity metric, you can't manage toward it
  • Over-expanding before reaching local density - It's better to be highly liquid in one market than illiquid across many

Deep Dive

For all 4 insights from 4 guests, see references/guest-insights.md

Related Skills

  • Measuring Product-Market Fit
  • Designing Growth Loops
  • Pricing Strategy
  • Retention & Engagement
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