UDN used data and AI to reclaim advertising revenue
Ideas Blog | 22 December 2025
When market turbulence forces many media companies to cut back, United Daily News Group (UDN) made a different bet: not to retreat — but to rebuild smarter.
Our idea to grow advertising sales was not about a single campaign, but about the systemic approach we adopted to transform advertising from inventory-driven to intelligence-driven.
Losing value in a platform-dominated world
For years, publishers contributed the content and audiences that fuel the digital economy, but value capture increasingly shifted to platforms. At UDN, more than 70% of ad revenue came from direct sales, yet segmentation was shallow, targeting was inefficient, and campaign effectiveness was under pressure. Without a structural change, we risked losing not just revenue but relevance.
Our breakthrough was a framework of service modules designed to align data, AI, and human insight across the entire advertising lifecycle. They included:
- Advertising data infrastructure: Building compliance-ready, efficient systems to capture device, behaviour, and contextual signals.
- Audience research and insights: Transforming raw behaviours into actionable categories across 110+ industries and lifestyle groups.
- Algorithms and predictive models: Applying interpretive AI (semantic analysis), predictive AI (click prediction), and lookalike modelling to anticipate audience response.
- Omni-channel marketing and creative intelligence: Extending insights into creative testing, content alignment, and multi-channel delivery.
- Business intelligence and optimisation: Embedding continuous measurement and feedback loops into sales, planning, and client communication.
Instead of treating data as a back-office tool, we turned it into a shared language — bridging editorial, product, and sales teams. This shift ensured not just adoption, but trust.

The result: from volume to value
In 2024, UDN executed over 2,000 data-driven campaigns, achieving:
- 200% lift in click-through rates in high-value categories.
- 45%+ penetration rate across advertiser portfolios.
- Clients no longer ask for reach, they ask for recognition: “Who exactly are we speaking to, and why do they matter?”
These outcomes highlight the true impact: not just higher performance but a redefinition of the relationship between media and advertisers.

The insight: building systems that last
The core lesson from UDN’s transformation is that smart strategies are not about technology alone; they are about structure and conviction.
- Structure, by modularising the value chain — data, research, AI, creative, optimisation — into repeatable, scalable processes.
- Conviction, by investing in infrastructure and cross-functional collaboration when the instinct is to retreat.
By committing to this model, we created a solution that is globally recognised yet locally rooted, proving that legacy publishers can thrive in an AI-driven advertising market.
We believe that media companies don’t need to outsource their future. By owning the infrastructure of trust, the intelligence of targeting, and the discipline of feedback, publishers can reclaim both revenue and relevance.
For UDN, this is not the end of a project — it is the foundation of a future where media remains independent, profitable, and sustainable growth.








