Attention heatmaps

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Attention heatmaps are not only valuable for understanding user behavior on websites and digital interfaces but also for predicting and optimizing attention in advertisements. For example, the heatmap displayed below was generated from an attention-prediction AI called This heatmap shows where all the attention of the viewers would go once they open this box!

Heatmap displaying attention distribution

Here's how attention heatmaps are used in predicting attention in ads:

  1. Pre-Testing Ad Concepts: Before launching a new advertising campaign, marketers can use attention heatmaps to pre-test ad concepts and creative elements. By presenting different versions of an ad to a sample audience and tracking their eye movements or mouse interactions, marketers can identify which elements attract the most attention and resonate most effectively with viewers. This allows them to refine ad concepts and optimize creative elements before investing resources in full-scale production and distribution.
  2. Optimizing Ad Placement: Attention heatmaps help advertisers determine the most effective placement for ads within digital content. By analyzing where users naturally focus their attention on a webpage or mobile app, advertisers can strategically place ads in high-traffic areas to maximize visibility and engagement. For example, placing ads near relevant content or within the natural reading path can increase the likelihood of users noticing and engaging with the ad.
  3. Refining Visual Elements: Attention heatmaps provide insights into which visual elements of an ad capture the most attention, such as headlines, images, logos, or product shots. Advertisers can use this information to refine visual elements to make them more attention-grabbing and compelling. For example, they may experiment with different color schemes, font styles, or image compositions to optimize visual impact and increase ad effectiveness.
  4. Predicting Ad Performance: By analyzing attention heatmaps from pre-testing studies and historical ad campaigns, advertisers can develop predictive models to forecast the performance of new ads. These predictive models take into account factors such as the placement of visual elements, the prominence of brand messaging, and the overall visual hierarchy of the ad. By leveraging predictive analytics, advertisers can make data-driven decisions about which ad concepts are most likely to resonate with their target audience and drive desired outcomes, such as brand awareness, engagement, or conversion.

Overall, attention heatmaps serve as a valuable tool for advertisers to predict and optimize attention in ads, helping them create more engaging and effective advertising campaigns that capture viewers' attention and drive desired outcomes. By leveraging insights from attention heatmaps, advertisers can increase the likelihood of ad success and maximize return on investment in their advertising efforts.


Attention heatmaps play several important functions in neuromarketing:

  1. Understanding Visual Attention: Neuromarketing seeks to understand how consumers process and respond to marketing stimuli at a neurological level. Attention heatmaps provide valuable insights into where individuals direct their visual attention when exposed to advertisements or marketing materials. By analyzing these heatmaps, neuromarketers can identify which elements of an ad capture the most attention and how attention patterns vary across different demographic groups or segments.
  2. Optimizing Ad Design: Neuromarketers use attention heatmaps to optimize the design of advertisements and marketing materials. By identifying areas of high attention and low attention within an ad, marketers can make informed decisions about where to place key visual elements, such as product images, branding, and calls-to-action. This helps maximize the effectiveness of ads by ensuring that the most important information is prominently displayed and likely to be noticed by viewers.
  3. Predicting Consumer Behavior: Attention heatmaps can also be used to predict consumer behavior based on patterns of visual attention. By analyzing how individuals interact with advertisements, neuromarketers can make predictions about which ads are most likely to lead to desired outcomes, such as brand recall, purchase intent, or actual purchases. This predictive capability allows marketers to fine-tune their advertising strategies and allocate resources more effectively to campaigns with the greatest potential for success.
  4. Improving User Experience: In addition to advertising, attention heatmaps can also be used to optimize the design of websites, mobile apps, and other digital interfaces. By understanding how users navigate and interact with digital content, neuromarketers can identify opportunities to improve the user experience and enhance engagement. For example, they can rearrange content or adjust layout elements to ensure that important information is easily accessible and attention-grabbing for users.

Overall, attention heatmaps serve as a valuable tool in neuromarketing for understanding visual attention, optimizing ad design, predicting consumer behavior, and improving user experience. By leveraging insights from attention heatmaps, marketers can create more effective and engaging advertising campaigns that resonate with consumers and drive desired outcomes.


Imagine a technology company developing a new advertising campaign for their latest smartphone model. They want to understand how consumers engage with different elements of their ad to optimize its effectiveness. To achieve this, they conduct a neuromarketing study using attention heatmaps.

  1. Study Setup: The company recruits a sample of participants who match their target demographic for the smartphone, such as young adults aged 18-35. Participants are shown the ad on a computer screen while their eye movements are tracked using eye-tracking technology. This technology generates attention heatmaps that visually represent where participants focus their gaze on the ad.
  2. Data Collection: As participants watch the ad, their eye movements are recorded and analyzed in real-time. The eye-tracking technology captures data on which areas of the ad attract the most attention, such as the product features, brand logo, or call-to-action button. This data is then used to create attention heatmaps that highlight the regions of the ad that receive the most visual attention.
  3. Analysis and Insights: After the study is complete, the company analyzes the attention heatmaps to gain insights into how consumers engage with the ad. They observe that participants spend the most time looking at the smartphone's sleek design, innovative features, and brand logo. However, they also notice that certain elements, such as the pricing information or technical specifications, receive less attention than anticipated.
  4. Optimization Strategies: Armed with these insights, the company develops optimization strategies to improve the ad's effectiveness. They decided to increase the prominence of the pricing information and technical specifications to ensure they are more visible and attention-grabbing for viewers. Additionally, they consider adjusting the layout or design of the ad to further emphasize key selling points and drive consumer interest.
  5. Testing and Iteration: The company implements the optimized version of the ad and conducts follow-up neuromarketing studies to assess its performance. By comparing attention heatmaps before and after the optimizations, they can evaluate the impact of their changes on viewer engagement and make further adjustments as needed. This iterative process allows the company to continuously refine their advertising strategy and maximize the effectiveness of their campaign.

In this example, attention heatmaps serve as a valuable tool for understanding consumer attention and optimizing advertising materials to better capture audience interest. By leveraging insights from attention heatmaps, the company can create more engaging and effective ads that resonate with their target audience and drive desired outcomes.

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