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Machine Learning Platform Boosts Engagement

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release date April 14, 2025

Shaped Product Information

Ever wondered how some apps seem to know exactly what you want? Enter Shaped, the platform that's like having a personal assistant for your app's feeds, recommendations, and notifications. It's powered by machine learning, and it's here to help companies in sectors like marketplaces, social media, media platforms, and e-commerce boost user engagement like never before.

How to Get Started with Shaped?

Diving into Shaped is as easy as pie. First, you'll need to hook up your data to the platform. Think of it as plugging in your favorite gadget—once it's connected, you're ready to roll. Next up, you'll train your ranking models. Don't worry if that sounds complicated; Shaped handles the heavy lifting of data engineering, model training, and deployment. It's all about giving you the tools to personalize user sessions in real-time, even when you're dealing with new users (we're talking cold-start scenarios here). And the best part? Shaped comes with easy-to-use APIs that are developer-friendly, so you can tweak and experiment to your heart's content.

Shaped's Core Features: What's in the Toolbox?

Shaped isn't just a one-trick pony. It's packed with features that can turn your app into a personalized experience for every user. Here's what you get:

  • 'For You' Pages: Imagine crafting a page that feels like it was made just for each user. That's what Shaped does.
  • Feeds: Customize those feeds to show content that's relevant and engaging. No more generic, one-size-fits-all nonsense.
  • Search: Boost your search results to give users exactly what they're looking for, making their experience smoother and more satisfying.
  • Recommendations: Generate recommendations that feel personal and thoughtful, not just random picks.
  • Notifications: Tailor notifications to make sure they're not just noise, but something users actually want to see.
  • Chat: Enhance user interactions with chats that feel more like a conversation with a friend.
  • Similar: Offer recommendations for similar items that keep users engaged and exploring.
  • Real-time AI for personalization: Adapt to what users want in the moment, making every interaction feel fresh and relevant.
  • Infrastructure for recommendations, search, and user modeling: Let Shaped handle the heavy lifting so you can focus on creating a great user experience.

Shaped in Action: Real-World Use Cases

Shaped isn't just theory; it's making waves in the real world. Here's how it's being used:

  • 'For You' Pages: Create landing pages that feel like they were designed just for each user, based on their unique preferences.
  • Feeds: Whether it's news, social media, or products, Shaped can tailor those feeds to show content that's relevant to each individual.
  • Top picks for you: Ever get those recommendations that feel spot-on? That's Shaped at work, suggesting top items or content.
  • Trending news: Show users trending news articles that align with their interests, keeping them informed and engaged.
  • Frequently bought together: Offer personalized recommendations of items that are often purchased together, making shopping more intuitive.
  • Conquer the cold-start: Shaped helps personalize the experience for new users, even when you have limited data on them.
  • Enhance search results: Improve the relevance and accuracy of search results, making it easier for users to find what they need.
  • Improve recommendation accuracy: Fine-tune your recommendations to increase user satisfaction and keep them coming back for more.

FAQ from Shaped

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- Shaped Company name: Shaped.

- Shaped Linkedin Link: https://www.linkedin.com/company/shapedai/

- Shaped Twitter Link: https://twitter.com/shapedai

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