Don't let users miss out on discovering quality, niche content. Shaped models user preferences while ensuring exposure to a diverse range of content, helping you leverage your long tail and increase engagement time.

Use immediate feedback from your users (e.g. likes, skips, and clicks) to tailor your recommendations. Shaped’s adjusts content suggestions in real time, creating a dynamic and engaging user experience.

Make first impressions count. Shaped overcomes cold-start challenges by using contextual signals like trending content and user behavior to deliver personalized recommendations from a user’s first interaction.

Don't compromise between personalization and maximizing revenue. Shaped integrates your business objectives into its recommendations, aligning content discovery with monetization goals like promoting high-margin or ad-supported content.