Part 2 · Attention and Perception

Signal Detection and Noise

Competing promotions can obscure the central message even when each element looks attractive on its own. A focused creative helps viewers identify who is speaking, what is offered and what they can do next without untangling several competing ideas.

Signal Detection and Noise · Illustrated by Hendra Saputra with AI assistanceSelect the illustration to explore it at a larger size.

The idea

Signal and noise provide a practical way to review communication clarity rather than a scientific prediction of campaign performance. The illustration holds the main data bonus constant while contrasting a crowded promotional screen with a focused offer and one primary action; fictional benefits are teaching examples, not substantiated service claims. Start by identifying the message that matters for this moment, retain the terms needed to understand it, and test whether removing other elements improves comprehension without hiding useful choices or essential conditions.

Use it thoughtfully

  • Choose a primary message for each creative.
  • Remove elements that compete with that message.
  • Test recognition of brand, offer and next action.

An example

In an illustrative mobile ad, a fictional provider communicates a data bonus with a single top-up action. The team compares it with a crowded version and asks unfamiliar viewers to describe the offer and its conditions in their own words.

A question to try

Can a new viewer explain the brand, offer and next action without you talking them through the design?

A useful framework is a starting point, not a guarantee. Effects vary with the audience, product and situation. Use truthful evidence, respect customer choice, and test the result.

Connect the ideas

Illustration

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