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Home Retail News Technology

First-party data collection vs third-party cookie reliance

by Fiona Briggs
February 17, 2026
in Technology
Reading Time: 3 mins read

For years, the industry operated on the assumption that third-party cookies would remain the bedrock of digital advertising, allowing brands to follow consumers across the web with relative impunity. However, as we move deeper into 2026, that foundation has crumbled, replaced by a complex matrix of privacy regulations and shifting consumer expectations. The transition has forced a fundamental re-evaluation of how retailers interact with their customers, moving from surreptitious observation to consensual conversation.

The impetus for this shift is not merely technological but regulatory and social. With the UK’s Data Protection and Digital Information Bill now fully integrated into compliance frameworks, and GDPR enforcement becoming increasingly stringent across Europe, the legal risks of data mismanagement have never been higher.

The “cookie apocalypse” has been a slow-motion event, characterized by delays and reversals that left many marketers in a state of limbo. Despite Google’s wavering timeline regarding Chrome’s privacy sandbox over the past few years, the broader ecosystem has moved on. Safari and Firefox long ago restricted tracking, and consumer awareness has rendered the old methods less effective even where they are technically possible. Industry data from 2024 revealed that a significant majority of retail marketers, over 60%, were still relying on third-party cookies for their customer engagement strategies.

Retailers continuing to depend on these fading signals are finding their return on ad spend (ROAS) diminishing. The data is often incomplete, outdated, or simply incorrect, leading to wasted budget on impressions that fail to convert. Furthermore, the reputational risk of being perceived as intrusive is driving customers away. Modern shoppers are savvy; they know when they are being tracked without consent.

The pivot, therefore, is not just about compliance; it is about survival. Forward-thinking organisations have spent the last two years building infrastructure to harvest first-party data. This involves a technical migration from data management platforms (DMPs) designed for cookies to customer data platforms (CDPs) designed for known identities. 

The core challenge of first-party data collection is the “value exchange.” Consumers are increasingly protective of their personal information and will only share it if they perceive a tangible benefit in return. Retailers must design loyalty programmes and interface touchpoints that make the submission of data feel like a fair trade rather than a toll fee. 

Owned channels have become the primary battleground for this exchange. Email, SMS, and branded apps allow retailers to bypass gatekeepers like Google and Meta, establishing a direct pipeline to the consumer. Within these channels, the concept of “zero-party data” has emerged as the gold standard. Unlike inferred data, which is a best guess, zero-party data is definitive. 

Retailers must clearly communicate how the data will be used. If a customer shares their birthday or skin type, they expect the brand to use that information to curate relevant offers, not to sell the profile to a data broker. Building this trust takes time, but once established, it creates a defensive moat. A customer who has invested time in tailoring their profile with a retailer is less likely to switch to a competitor.

To effectively leverage first-party data, retailers must look beyond broad demographics and understand the specific micro-communities within their customer base. Analyzing specific consumer sub-sectors provides critical value to data strategists. Just as market reports providing an overview of online poker not on GamStop reveal distinct user retention patterns, retail analysts must study niche buying habits to understand broader engagement. By examining these granular behaviours, brands can identify high-value cohorts that might otherwise be lost in aggregate data.

This level of insight is driving the rapid expansion of Retail Media Networks (RMNs). The appeal is logical: unlike the open web, where attribution is messy, retailer data is closed-loop. Research indicates that nearly 90% of buyers are motivated by retailer first-party data, highlighting the immense commercial value placed on verified purchase behaviour over theoretical browsing interests.

The financial implications of this data shift are becoming clear. The UK market is witnessing an explosion in retail media investment. Forecasts from industry bodies suggested that retail media spend would surpass £1bn in 2025, a milestone that has cemented the UK’s position as a leader in this space. This capital influx is fueling further innovation, with retailers reinvesting profits into better data analytics and privacy-safe collaboration tools.

One such innovation is the rise of “data clean rooms.” These secure environments allow retailers and brands to match their first-party data sets without ever revealing the underlying personally identifiable information (PII). Major players like Ocado have been pioneering these technologies, enabling CPG brands to run targeted campaigns on retailer sites while remaining fully compliant with privacy laws. This collaborative approach solves the scale issue of first-party data, allowing brands to reach new audiences without reverting to third-party tracking.

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