Similarity Search

Zero in on what matters

Use Modern AI to find similar customers

Finding your next upsell shouldn’t be guesswork. When one customer upsells or churns, search for similar customers to reach out to.

What is similarity search?

Using modern AI to find similar customers involves analyzing customer data to identify and group individuals with shared attributes or behaviors. This enables businesses to tailor marketing campaigns, offers, and interactions to specific customer segments, driving engagement, satisfaction, and loyalty.

What are the benefits of using Modern AI for similarity search?

Using modern AI to find similar customers offers several benefits:

  1. Personalized marketing: By identifying similar customer groups, businesses can create tailored marketing campaigns, messaging, and offers that resonate with each specific segment, increasing the chances of conversion and engagement.
  2. Improved customer experience: Understanding customer preferences and needs allows businesses to provide a more personalized customer experience, which can lead to higher satisfaction, loyalty, and retention.
  3. Efficient resource allocation: Knowing the similar customer segments enables businesses to focus their marketing efforts and resources on the most relevant and valuable groups, optimizing their return on investment.
  4. Enhanced product and service development: Insights gained from similar customer segments can inform product and service improvements, ensuring that offerings are better aligned with customer needs and preferences.
  5. Better customer support: By understanding the needs and preferences of similar customer groups, businesses can anticipate and address common issues more effectively, leading to improved customer support and satisfaction.

Who can benefit?

Companies aiming to better understand, target, and serve its customers can benefit from using modern AI to find similar customer segments.
  • Marketplaces: provide tailored product or service recommendations that cater to each group's preferences, driving customer engagement and increasing sales.
  • eCommerce and Retail: identify similar customer segments based on purchase history, browsing behavior, and preferences, allowing them to offer personalized product recommendations and promotions to boost sales.
  • Finance: group customers with similar financial behavior, goals, or needs, enabling them to provide targeted financial products and services, such as personalized loan offers or investment advice.
  • Travel and Hospitality: By grouping customers with similar travel preferences or booking behavior, these businesses can offer personalized travel packages, promotions, or destination recommendations, enhancing the booking experience and increasing customer satisfaction.
  • Healthcare: By identifying similar patient segments based on health conditions, treatment preferences, or lifestyle factors, healthcare providers can offer personalized care plans, outreach programs, or wellness resources.
Why Graft

Go from idea to production in an afternoon with a Modern AI Platform.

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Faster Time-to-Value - Speed up your AI app deployment and provide faster time-to-market solutions.
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Lower Total Cost of Ownership - Use a single platform for your full AI production lifecycle, from data ingestion and labeling to optimization and monitoring.
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Higher Quality Outcomes - use the most advanced AI capabilities to achieve better outcomes, increased efficiency, and improved ROI.
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100% Data Coverage - your data is no longer a barrier, but a competitive advantage. Graft supports text, images, audio, and video.
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