Many organisations invest heavily in marketing campaigns that reach large audiences but generate little measurable impact. Messages are broadcast to everyone, discounts are handed out broadly and success is often evaluated in terms of volume rather than meaningful behavioural change. This type of “spray-and-pray” activity is one of the main reasons marketing budgets underperform. It also signals that the organisation is not yet approaching customer engagement through a Customer Value Management (CVM) lens.
CVM replaces volume-driven thinking with relevance-driven thinking. It encourages teams to focus on who should receive a message, why they should receive it and whether the message created real value. Once this perspective is adopted, the issue becomes clear. Marketing spend is not wasted because the campaigns are poorly designed. It is wasted because the campaigns target the wrong people at the wrong time with the wrong level of precision.
Spray-and-pray campaigns assume the customer base behaves as a single group. In reality, customers differ significantly in value, needs, behaviour and future potential. When a message is designed for everyone, it fits almost no one. Large groups receive offers that are irrelevant, unnecessary or poorly timed. Discounts often go to customers who would have stayed or purchased without any incentive. Others become less receptive to future communication because they are routinely exposed to messages that do not reflect their behaviour.
This approach inflates activity while producing little genuine change. It creates the impression of momentum without improving revenue, retention or customer value.
The transition away from broad campaigns begins with segmentation that reflects actual behaviour rather than general demographics. Smaller and more precise segments allow the organisation to speak to the customer’s needs with greater accuracy. Instead of encouraging the entire base to upgrade or adopt a new product, marketing teams can focus on customers who are already showing signals of interest or who demonstrate unmet needs that the product could solve.
This requires a unified view of the customer and a CVM system that identifies which behaviours indicate potential for action. Exacaster’s CVM platform supports this by analysing usage patterns, churn signals, product fit and expected value. These insights create segments that are small enough to be relevant and large enough to produce measurable outcomes.
A second shift is needed in measurement. Many organisations rely on metrics such as impressions, open rates or click-through rates. These show how many people engaged with a message but do not reveal whether the campaign changed any behaviour. CVM focuses on incremental uplift, which means the difference between what customers did because of the campaign and what they would have done anyway.
Incremental measurement is essential. It distinguishes between noise and genuine lift. It reveals which campaigns produce meaningful economic value and which simply create activity. Once this information becomes visible, the organisation can begin refining or discontinuing programmes that do not contribute to long-term value. Exacaster integrates uplift measurement into campaign workflows to help marketing teams see these differences clearly.
One of the fastest ways to reduce wasted marketing spend is to stop running campaigns that do not generate incremental value. Many longstanding campaigns continue simply because they have always existed, not because they still produce results. When uplift is measured, these patterns become clear. Campaigns that once performed well may lose impact. Others may become more effective as segmentation improves.
CVM encourages teams to evaluate campaign portfolios regularly. Over time, the organisation becomes more selective, choosing to invest in programmes that contribute directly to retention, usage or revenue.
A mature CVM approach treats campaigns as part of a wider value strategy rather than as isolated promotional events. Marketing actions follow the customer lifecycle. They address specific needs at specific moments, whether that is onboarding, usage growth, product adoption or retention. The goal is not to reach as many people as possible. The goal is to reach the right people with the right message based on their behaviour and expected value.
Exacaster’s CVM system brings this approach to life by linking predictive value, churn risk and next-best-action logic to the execution layer. This ensures that campaigns are grounded in clear reasons rather than generic assumptions.
Spray-and-pray campaigns waste marketing spend because they ignore the differences between customers. They act on the assumption that more reach equals more impact. CVM provides a more reliable path. It guides organisations toward relevant targeting, incremental measurement and continuous refinement of programmes that influence customer value.
Marketing effectiveness improves when campaigns are driven by behaviour, value and context. When these principles are applied consistently, organisations reduce wasted spend, improve retention and create more sustainable growth from their existing customer base.