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Marketing in a Cookieless World: First-Party Data, Server-Side, and Measurement That Lasts

Marketing in a Cookieless World: First-Party Data, Server-Side, and Measurement That Lasts

By Ashutosh Kumar - Updated on 29 August 2025
Google kept third-party cookies in April 2025, but signal loss from Safari, Firefox, and consent rules persists. Winning brands focus on first-party data, server-side tagging, Enhanced Conversions, Meta CAPI, and retail media now a $1.5B market in India where measurement matters more than cookies.
Marketing in a Cookieless World_ First-Party Data, Server-Side, and Measurement That Lasts.webp

A lot of us were waiting for the withdrawal of cookies from Google. That didn’t happen, but it's already reshaping how brands connect with customers.

Chrome's surprise U-turn in April 2025 kept third-party cookies alive, but Safari and Firefox continue blocking cross-site tracking by default.

Smart marketers aren't waiting for regulatory clarity. They're building resilient infrastructure through first-party data capture, server-side measurement, and retail media partnerships.

With retail media crossing $1.5 billion locally, the opportunity extends far beyond cookie availability. Success demands strategic implementation of consent-first marketing that respects privacy and also drives measurable business growth through proven technology stacks.

The reality check: What actually happened with cookies in 2025?

Remember when everyone was preparing for the great cookie apocalypse? Well, plot twist. Google completely changed direction in April 2025, announcing they'd keep third-party cookies in Chrome after all.

Here's what really happened: After years of Privacy Sandbox[1] development and industry pushback, Google decided to maintain their current approach.

Instead of automatically blocking cookies, they're letting users make the choice through Chrome's Privacy and Security settings. No standalone prompt, no forced deprecation.

But here's the catch. This doesn't mean everything's back to normal.

  • Safari and Firefox reality: These browsers still block cross-site tracking by default. That's not changing. Your remarketing pools are still shrinking, and "direct" traffic is still inflated from attribution gaps.
  • Platform policy shifts: Ad platforms continue tightening data policies regardless of Chrome's decision. iOS privacy updates keep limiting tracking windows. Consent management becomes more complex, not less.
  • Local regulatory pressure: The DPDP Act 2023 is law, with draft rules released January 2025. Full enforcement awaits notification, but the writing's on the wall. Notice, consent, minimisation, and grievance mechanisms aren't optional anymore.

So while Chrome kept cookies alive, the broader privacy shift continues. Smart marketers adapt to reduced signal availability rather than hoping for the old days to return.

What cookieless marketing actually means in practice

Think of it this way: you're building customer relationships without relying on surveillance. Instead of tracking people across the web through third-party cookies, you're creating direct connections through first-party data and platform APIs.

The open web increasingly leans on contextual targeting, first-party lists, and modeled conversions from Google and Meta. Privacy Sandbox APIs like Attribution Reporting provide aggregated conversion signals, but expect delays and noise in the data.

For brands operating here, this means regional language targeting becomes more precise. Festival-based contextual campaigns perform better. First-party loyalty programmes drive sustainable performance. And retail media offers logged-in audiences with clear purchase intent.

Targeting strategies that actually work now in the cookieless space

Now that you know the future of cookieless is uncertain, there are still a number of things to keep in mind. Here are some strategies that will work in the near future:

First-party and zero-party data collection

Want customers to share data willingly? Give them value in return. Progressive forms work brilliantly. Start with basic information, then gradually request detailed preferences through interactive experiences.

Design quizzes around regional festivals, product preferences, or lifestyle choices. Create loyalty programmes that reward data sharing with personalised offers. Use gamified onboarding that feels engaging rather than invasive.

Map every data point to your CRM, CDP, and ads platforms. Clean data architecture matters more than volume.

Server-side tagging transformation

Server-side Google Tag Manager (sGTM) has become essential infrastructure for serious brands. Unlike client-side tracking that depends on browser policies, sGTM processes data on your servers.

Why sGTM wins: better data quality improved control over third-party data sharing, smaller client payloads that boost site speed, and robust foundation for Enhanced Conversions and Meta CAPI.

Host on Google Cloud Platform or your existing infrastructure. Start with GA4 and Google Ads via server container. Budget for operational ownership because server-side tagging requires technical maintenance.

Read our guide on server-side tracking and how your business can leverage it

Enhanced conversions and Meta CAPI setup

Enhanced Conversions at account level is more simplified. Push hashed emails and phone numbers from your site or server directly to Google Ads. This first-party data helps match conversions when third-party cookies aren't available.

Pair with Meta's Conversions API for resilient matching across diverse traffic patterns. CAPI sends conversion data directly from your servers to Meta, bypassing browser limitations entirely.

Combined with sGTM, you create multiple pathways for accurate conversion tracking.

Contextual advertising 2.0

Modern contextual targeting goes beyond simple keyword matching. Use semantic analysis to understand content sentiment and context. Brand safety becomes paramount when audience-based targeting filters disappear.

Research shows contextual importance rising as cookie availability decreases[2]. Consumers respond well to contextually aligned, language-sensitive creative that respects cultural nuances.

Check out the future of advertising automation and what to look out for

Retail media network leverage

Local retail media crossed $1.5 billion in 2024, with Flipkart and Amazon commanding 56% combined e-commerce market share. These platforms offer consented, logged-in audiences with purchase intent.

Amazon Marketing Cloud provides five years of retail purchase data for measurement and lookalike modeling. Flipkart's advertising platform offers similar first-party audience capabilities. Both platforms significantly improved their analytics in 2024.

Your 60-day consent-to-conversion implementation roadmap

Building privacy-first marketing infrastructure doesn't happen overnight, but you can create substantial progress in two months with focused execution.

Weeks 1-2: Foundation audit and consent setup

Audit existing tags, cookies, and data flows across all properties. Implement consent notices aligned with emerging regulatory principles. Map data flow from website interactions through CRM systems to advertising platforms.

Weeks 3-4: Server-side infrastructure and platform integration

Launch server-side Google Tag Manager implementation. Enable Enhanced Conversions at account level for Google Ads. Implement Meta Conversions API with proper deduplication rules. Finally, validate match rates and troubleshoot integration issues.

Weeks 5-6: Advanced measurement and retail media testing

Pilot Attribution Reporting API on your highest-volume conversion funnel. Launch contextual advertising tests alongside retail media campaigns on major platforms.

You should also set up data clean room queries for reach-to-sale analysis. Create lightweight MMM framework with experimental design.

Pitfalls that derail cookieless marketing success

Even with the right strategy, common mistakes can undermine your privacy-first marketing transformation.

  1. Waiting for regulatory clarity: Don't delay implementing proper data flows until enforcement arrives. Build compliant systems now while you have time to iterate and optimise.
  2. Treating Enhanced Conversions or CAPI as silver bullets: These are powerful tools, but they require proper server-side governance and first-party data strategy to deliver results.
  3. Ignoring contextual and retail media: Don't chase shrinking remarketing audiences while missing growing contextual and retail media opportunities that offer better performance.
  4. Using modeled data without validation: Never rely solely on platform-provided modeled conversions. Cross-reference algorithmic attribution with experimental evidence through lift tests or MMM.

The Path Forward: Building Sustainable Marketing Infrastructure

The cookieless future isn't about losing capabilities. It's about building more sustainable, customer-centric marketing that respects privacy and delivering better business results.

Brands that proactively adopt first-party data strategies, implement server-side measurement, and leverage retail media networks will outperform those clinging to outdated tracking methods.

The technology exists today. There are marketing automation tools that do wonders. The only question is whether you'll adapt quickly enough to maintain competitive advantage.

Ready to build cookieless marketing infrastructure that drives measurable growth? Get in touch with experts at GrowthJockey and learn how to grow your brand with Intellsys.ai.

Your future marketing success depends on these foundations today.

FAQs About Cookieless Marketing

Is the "cookieless shift" still happening if Chrome kept third-party cookies?

Yes, absolutely. Safari and Firefox maintain cross-site cookie blocking by default. Ad platforms continue limiting identifier availability. Privacy Sandbox APIs provide alternatives, but adoption requires strategic implementation. Plan for first-party data and modeled attribution regardless of Chrome's policy decisions.

Do I need Consent Mode v2 compliance locally?

Google's Consent Mode v2 isn't legally required here. However, if your brand reaches European users, compliance becomes mandatory. Many brands implement similar consent mechanisms for consistent global setups and regulatory preparation.

What should I prioritise first for cookieless marketing?

Start with server-side Google Tag Manager, Enhanced Conversions at account level, and Meta CAPI implementation. Add retail media measurement through major e-commerce platforms. Attribution Reporting API pilots come after foundational infrastructure is solid.

Will retail media actually scale in this market?

Retail media shows the fastest global growth rates. With major platforms improving full-funnel measurement capabilities throughout 2024, plus e-commerce reaching ₹11 lakh crores ($125 billion), retail media represents significant opportunity for brands seeking high-intent audiences with clear attribution.

  1. Privacy Sandbox - Link
  2. Research shows contextual importance rising as cookie availability decreases - Link
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10th Floor, Tower A, Signature Towers, Opposite Hotel Crowne Plaza, South City I, Sector 30, Gurugram, Haryana 122001
Ward No. 06, Prevejabad, Sonpur Nitar Chand Wari, Sonpur, Saran, Bihar, 841101
Shreeji Tower, 3rd Floor, Guwahati, Assam, 781005
25/23, Karpaga Vinayagar Kovil St, Kandhanchanvadi Perungudi, Kancheepuram, Chennai, Tamil Nadu, 600096
19 Graham Street, Irvine, CA - 92617, US