Lenny's Podcast: Product | Growth | Career cover image

How marketplaces win: Liquidity, growth levers, quality, and more | Benjamin Lauzier (Lyft, Thumbtack, Reforge)

Lenny's Podcast: Product | Growth | Career

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Timing is Everything in Conversion

Identifying key thresholds in response times can significantly enhance conversion rates for ride booking services. When the closest driver is within three minutes, the likelihood of a customer booking a ride dramatically increases. Beyond this timeframe, alternative transportation options become more appealing, leading to decreased conversions. Understanding this threshold allows teams to refine metrics that predict customer behavior and retention effectively. For supply teams, it provides actionable insights when assessing the impact of additional supply on estimated time of arrival (ETA), directly linking user intent with conversion success. The concept of 'watch fill rate' captures the correlation between user intent and conversion, essential for optimizing booking strategies.

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