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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:
    18 August 2022

    What are the key differences between a brand awareness and marketing campaign?

    Even if you leave the details to the experts, it’s important to understand exactly how the different components of your marketing campaign work together. This helps marketing managers to get a feel for how different service providers bring value, boost brand visibility, and ensures that the campaign’s budgets are being spent wisely. For consumer tech brands, and most anything else, two of the most powerful tools in your arsenal are branding campaigns and retargeting campaigns, especially when used in concert and optimized with Deep Learning algorithms.

    Ready to learn more? Let’s dive in.

    • Deep Learning
    • Retail & Ecommerce
  • Published:
    11 August 2022

    Cookies deadline extension allows for further testing and for Google to provide incentives to accelerate adoption

    A year after the previous extension of the deadline for third-party cookies deprecation, Google did it again, this time until the second half of 2024 [Note: In April 2024, it was further postponed until early 2025]. At the same time, Google released two important pieces of information: The FLEDGE origin trial will most likely be extended until late October and will also cover Chrome stable users, and the feedback report for Q2, which is a result of the company’s commitments to the CMA.

    • Cookieless World
    • Digital Advertising
  • Published:
    8 August 2022

    Google’s Updates, FLEDGE & SSPs, Cafemedia on Topics API, DSA & DMA Are On

    In this media review, you can find out more about the latest Google announcements concerning the 3rd-party cookie phase out being postponed until 2024 [Note: In April 2024, it was further postponed until early 2025] and the tests expansion for the Privacy Sandbox for the Web, the news connected with Google’s Origin Trials and Topics API, as well as the reboot to the EU’s digital rulebook by the European parliament—DSA and DMA.

    • Cookieless World
  • Published:
    29 July 2022

    How to Create and Expand Retargeting Campaigns

    Understanding how to create retargeting ads is key to optimizing them and providing our customers with great results. We would like to share some retargeting campaign best practices that we leverage to show you how you can carry out the preparation stage smoothly.

    • Digital Advertising
  • Published:
    14 July 2022

    Personalization in Promotional Periods in Home & Garden

    It’s no secret that promotional periods spark a change in consumer behavior in just about any industry, and the Home & Garden sector is certainly no different. This thriving ecommerce sector is attracting some serious competition. With the global home and garden products B2C ecommerce market poised to grow by USD $30,189.84 million accelerating at a CAGR of 10.53% between 2023 and 2027, competition is flourishing, meaning that maintaining consumer loyalty is fast becoming a big challenge.

    Hanging on to the industry’s coattails may not be enough, with 66% of consumers now expecting brands to understand their individual needs. Those that choose to strategize and personalize to cater to these needs are most likely to reap the greatest rewards of consumer spending during promotional periods by delivering relevant experiences based on seasonality.

    • Retail & Ecommerce
  • Published:
    13 July 2022

    5 Benefits of Mobile Retargeting

    Is it worth reaching users that have already visited our website but didn’t buy anything? Of course! In the case of those consumers, there is still a way to convert them into buyers, but you need to take matters into your own hands. With retargeting, you don’t have to wait for them to come back. You can attract them to your app or mobile website yourself, by providing them with a personalized offer adequate to their needs while they are using their mobile devices – such an advertising technique is called mobile retargeting.

    • Digital Advertising
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