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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:
    31 January 2022

    The Evolution of Artificial Intelligence

    Each of us experiences contact with artificial intelligence every day. We reach for its possibilities spontaneously and often without realizing that it is to artificial intelligence that we owe the comfort of life and a number of conveniences. Who doesn’t use Gmail, Google Translate, a smart personal assistant or Netflix recommendations? We also watch dozens of ads every day, which are often selected for us by algorithms. How has the evolution of Artificial Intelligence progressed and impacted our lives over the course of history?

    • Deep Learning
  • Published:
    28 January 2022

    Google Shares FLEDGE Specification for the First Origin Trials

    Just two days after publishing Topics API, Google shared more details about the FLEDGE API specification for the upcoming Origin Trials. It is definitely a positive move, as it improves the industry’s understanding of the scope of tests that will be possible in the upcoming months. The specification includes essential features for advertising efficiency and utility, such as those created by RTB House – Product-level TURTLEDOVE and Outcome-based TURTLEDOVE. Sadly, the testing phase timeline hasn’t been updated for months now, so a more detailed timeline is still unavailable.

    • Cookieless World
  • Published:
    26 January 2022

    RTB House’s First Impressions on Google Chrome’s Topics API

    Six months ago, during IETF 111, Google engineers made it clear that they were approaching a new iteration of FLoC, which was related to site topics. Yesterday, they finally announced Topics API. The ad topics concept has also been explored by Meta engineers in their Ad Topic Hints proposal, which builds on user feedback to displayed ads. Also, the PAURAQUE proposal from NextRoll was proposed in such a way that users could define topics which are interesting for them and can be used for personalization.

    • Cookieless World
  • Published:
    19 January 2022

    Trends and New Buyer Personas in the Home & Garden Domain

    A recent Harvard survey points to an expected 8.6% rise in home renovation and maintenance spending throughout 2022. Such a rise in a single year would usually be unheard of, but it is actually part of an ongoing trend in the home and garden domain. According to Statista, there has been a 20% growth in the H&G market in the last two years and it will be worth 1.6B USD globally by 2025.

    • Retail & Ecommerce
  • Published:
    17 January 2022

    Fashion Trends in the Online World for the Near Future

    The COVID-19 pandemic has caused a real revolution in the fashion industry. It significantly changed the shopping habits of customers and, consequently, forced the industry to redefine the existing distribution and marketing strategies in order to effectively fight for lost customers and acquire new ones. What fashion trends should be kept in mind while creating a plan for brand presence on the Internet? How does one fight for customer loyalty and build brand image?

    • Retail & Ecommerce
  • Published:
    12 January 2022

    Top 5 Digital Advertising News from 2021

    2021 was a year full of important news for the future of digital advertising. Let’s take a look at the most impactful 2021 digital advertising trends from the industry perspective.

    • Cookieless World
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