Blog about Digital Advertising & Marketing Technology

Deep Learning

Authors: 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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Cookieless World
Company News

Published:
3 August 2023
First-Party vs. Third-Party Cookies: What’s the Difference?
Cookies play an essential role in the modern internet. These small pieces of data stored in your web browser can do everything from saving login details to enhancing website performance to helping marketers show users products that they will love. However, not all cookies are made equal, and there are significant differences between first-party and third-party cookies.
Cookieless World
Published:
24 April 2023
What Are First-Party Cookies, and How Can Brands Use Them to Reach Customers?
The cookieless future is fast approaching, and this means that brands need to rebuild their marketing strategies around alternatives to third-party cookies. Navigating this new environment will require mastering a suite of tools, including another type of cookies: first-party cookies.

To understand how you can make the most of first-party cookies, let’s dive into what they are, how they work, and how advertisers use them.
Cookieless World
Digital Advertising
Published:
5 April 2023
Why Data-Driven Personalization is the Key to Marketing Success
Everyone loves a good challenge, but some are tougher to tackle than others. For marketers, the big one is the personalization paradox. 71% of consumers prefer personalized ad content, but 74% are also concerned about how advertisers are actually using their personal data. This creates a problem for marketers. They want to reach out to their customers with personalized content but often rely on tracking technologies that are considered invasive. Fortunately, there is an answer to this particular paradox. Brands can use data-driven strategy to leverage large anonymized datasets that provide rich personalization at scale without compromising on privacy.
Digital Advertising
Published:
9 February 2023
Positive Feedback for FLEDGE, DOJ Sues Google, Dark Patterns Fight, IDFV Tracking
In this Media Review, we bring together 4 stories, including the positive reception for FLEDGE, the French privacy regulator fining a game developer for leveraging IDFV (Identifier For Vendors), and the European Center for Digital Rights unifying the “dark patterns” interpretation in terms of cookie consent pop-up windows.
Cookieless World
Published:
10 January 2023
Meta’s Regulatory Struggles, DMA’s Effect, First-Party Sets, and Others
In this Media Review, we bring together 5 stories, including accusations against Meta for using ad-related data to harm the competition, Apple’s allowance for outside app stores on its phones, and Google sharing its First Party Sets (FPS) concepts as ready for testing.
Cookieless World
Published:
12 September 2022
Will the cookieless future kill personalized ads?
The end of third-party tracking cookies is on the horizon, but it’s not as bad as you might think. Despite concerns from some advertisers that losing third-party cookies will make it impossible to deliver personalized advertising, there are already a number of effective solutions in the works to ensure that users can still enjoy relevant ads, without any privacy fears.

Let’s take a quick dive into why third-party tracking cookies are being retired, what that means for your advertising strategy, and why it’s actually a good thing for both customers and advertisers.
Cookieless World