Data & intelligence

Growth strategy

Beyond the campaign calendar: a signals-based future for pharma marketing 

How healthcare brands can harness real-world insights and agile ecosystems to anticipate consumer needs and drive continuous growth

A doctor holding a digital tablet interacts with a glowing holographic cloud-computing interface on a glass wall, with a patient resting in an ICU hospital bed visible in the background.

Jason Reese

Global Chief Transformation Officer, VML Health

You can plan a campaign. You can't schedule a market.  

Customer needs and behaviours are constantly changing. The competitive landscape is dynamic and new opportunities develop all the time. Keeping up demands greater agility and faster pivots. Yet much of pharma marketing still operates through predetermined plans and fixed points of activation. So in categories that are always moving how do we make sure our marketing keeps pace?  

Signals-based ecosystems offer an answer. By continually learning from what’s actually happening in the real world, these next-generation systems can help brands recognise opportunities and adapt strategy and engagement as conditions change. Advances in technology are making this approach increasingly accessible, creating new possibilities for how marketers anticipate and respond to market shifts and ultimately drive growth.  

Let’s unpack it.  

The planning paradox  

Traditionally, pharma marketing has been built around annual plans and campaign calendars. It's a model that provides structure and predictability, but it can also make it difficult to change direction when market conditions shift. Campaign results, engagement metrics and prescribing trends provide valuable measures of brand performance but much of that intelligence tells us what’s already happened rather than what might come next. Historically, gathering and analysing the data required to anticipate change could take weeks. That’s a long time looking in the rear-view mirror. Often, by the time you’d worked out what was happening, the opportunity to respond had already passed.   

It doesn’t have to work that way.  

Reading signals  

Today, marketers can draw on a broader range of signals to understand where opportunities might be emerging. Search patterns, changing customer behaviours and wider cultural trends can help highlight shifts in the market before they become apparent in traditional performance measures. Their value doesn't always depend on being able to attribute them directly to a particular marketing activity.  

Consider what's happening in cardiometabolic health. With GLP-1s now part of mainstream conversation, the boundaries between healthcare and consumer culture are blurring. Here, commerce offers a source of buying signals rarely available to pharma – and often invisible in traditional healthcare data – that could help reveal how behaviour is changing. For example, an uptick in commercially purchased blood panel testing or shifts in grocery purchasing patterns in a particular region could indicate changing attitudes towards weight management and healthier lifestyles. Neither tells us precisely why people are behaving differently, but alongside other signals, they can help build a richer picture of potential growth audiences.   

The learning loop  

The real opportunity comes when those signals start influencing what happens next. In a signals-based ecosystem, insights into market dynamics can continually inform marketing priorities. Each signal has the potential to generate a new brief, shape a creative response or redirect investment towards an opportunity that wasn't apparent when the annual plan was written. Across a portfolio, these opportunities can emerge at different times and in different places. And every new signal adds to what we know, helping inform the next decision rather than simply measuring the last.  

Making it work requires a shift in mindset, with marketers prepared to challenge assumptions underpinning brand strategy. The evidence may reinforce existing priorities but it may equally suggest that attention should focus elsewhere.  

Joining the dots  

Of course, recognising an opportunity is only valuable if an organisation can act on it. Signals need to flow across both the business and its partners, breaking down silos and informing decisions at every stage. That calls for a more connected way of working, with disciplines sharing a common understanding of what the market is telling them. AKA a marketing ecosystem. This creates opportunities for agencies and clients to collaborate earlier, bringing different capabilities to the development of agile brand strategy rather than working through a succession of separate briefs and handovers.   

The technology to support this approach is increasingly available, making it possible to implement signals-based ecosystems relatively quickly. The question is: how?  

Putting it into practice  

For marketers looking to make the shift our four priorities are:  

  • Look beyond measurement. Use data to identify emerging opportunities as well as assess performance. Pay attention to behavioural and cultural signals, even when they can't be directly attributed to specific marketing activity.  
  • Build an ecosystem that keeps learning. Think beyond individual campaigns. Use every interaction, readout and new signal to inform the next decision. This reduces reliance on institutional knowledge, allowing you to learn from the past and transform the future.   
  • Connect the operation. Bring strategy, creative, media and field teams into a shared approach, so that emerging signals can influence decisions across the commercial organisation.  
  • Choose partners who can make it work. Look for technology expertise, a deep understanding of data and the ability to translate signals into action. The best partners help foster a new mindset around how you use data.  

Markets have never waited for campaign calendars. Now we, as marketers, have the tools to keep pace. The competitive advantage will belong to those who use them to stay ahead.