Apply Spotify's Music Discovery to Retail Product Discovery

You're a product manager at Shopify tasked with enhancing product discovery for small online retailers. Inspired by Spotify's music discovery algorithms, you want to apply a similar concept to help users find new products they might like. Currently, bounce rates on product pages are high, suggesting users aren't finding products they're interested in. Your team is small, with only one data scientist available for the next two weeks. Determine the most impactful product discovery approach you can implement that mirrors Spotify's style, without changing the existing pricing or product categorization. Focus on reducing bounce rates as your primary metric.

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