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  • Deep Learning
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RTB House Editorial Team
Published:
12 June 2025

Understanding User Intent: How AI Reads Context for Better Targeting

When we began developing IntentGPT, our team was focused on solving a fundamental challenge in digital marketing—truly understanding what users want when interacting online. User intent drives every click, search, and page view. We’d like to share what we've learned about user intent, why it matters for performance marketing, and how contextual AI can help marketers connect with audiences more effectively.

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  • Published:
    11 July 2023

    The Retargeting Statistics All Marketers Need to Track to Optimize Their Campaigns in 2023

    Any seasoned marketer will happily tell you that retargeting is one of the best ways to engage with potential customers on the open web. The approach allows you to find and connect with people who have previously shown interest and is a powerful tool when used correctly. But how do you measure and optimize a retargeting campaign? Well, that’s where the real fun starts—we use retargeting statistics.

    • Digital Advertising
  • Published:
    26 June 2023

    Seller-Defined Audiences Analysis Series – Part III: User SDA Quality Tests

    This article aims to complete the round of quality tests performed on the sampled Seller-Defined Audiences signals we received from the sell side. While the previous article investigated contextual SDAs, this one will focus on user SDAs and verify how they reflect reality. The tests in this section varied from the ones performed on the contextual signals as the nature of the user type differs. The first test relied on a manual check of an assignment mechanism, while the second one was based on a survey campaign.

    • Cookieless World
  • Published:
    19 June 2023

    Retargeting vs. Remarketing: Are They Really the Same?

    CPMs, CTRs, and AIDA. The marketing world is rife with arcane acronyms, seemingly impenetrable jargon, and even seemingly straightforward terms can have nuanced meanings. There’s no better example of this than remarketing and retargeting, both terms are often used interchangeably, even by seasoned marketing professionals, but there are subtle differences that can make the difference in the success of your marketing campaigns.

    Today, we’ll dive into the differences between remarketing vs. retargeting and shed some light on one of the big questions of the marketing world.

    • Digital Advertising
  • Published:
    16 June 2023

    Earlier Third-Party Cookie Deprecation, Record-Breaking GDPR Fine For Meta, Apple Blocks More Trackers

    In this Media Review you can read about Google’s Privacy Sandbox advancements, Meta’s unprecedented GDPR fine, and Apple’s new preventive measures to third-party tracking.

    • Cookieless World
  • Published:
    6 June 2023

    Hepsiburada’s Performance Marketing Director Alper Boyer on “Making a Mark in Ecommerce”

    Key takeaways:
    • How to leverage the opportunities of cookieless solutions
    • AI’s indispensability in ecommerce
    • How to make gamification work for you
    • The importance of agility
    • Retail & Ecommerce
  • Published:
    5 June 2023

    The 6 Best Retargeting Practices and How to Implement Them

    Retargeting is one of the best ways for businesses to reconnect with customers and build meaningful relationships that you can convert into a sale, which is why so many businesses want to use it. However, most businesses quickly realize that there are many ways to use the full potential of a retargeting campaign. Retargeting best practices can provide you with several levers that you can pull to optimize your retargeting campaign and get the most bang for your buck.

    • Digital Advertising
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