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How To Improve Your CRO With Predictive AI

Capturing user attention and driving conversions on landing pages has become more challenging than ever. With only seconds to convince a visitor that your page is relevant, the layout, messaging, and design must work harmoniously. This is where AI steps in, bringing a new era of efficiency and precision to conversion rate optimization (CRO).

Conversion expert Paul Boag shares his insights on how AI conversion rate optimization is transforming the way we approach landing pages.

AI’s role in modern CRO

AI is rapidly transforming every aspect of CRO, from copywriting to A/B testing and user research. Boag underscores how AI has become indispensable in workflows, stating, 

“It’s helping us in all kinds of ways, from the obvious—like improving the copy we write, helping us to write more engaging, web-friendly copy—to automating A/B testing so that it can try lots of different variations.”

The efficiency AI brings is invaluable. For instance, it allows you to test various designs and layouts rapidly, providing data-driven insights in a fraction of the time that traditional methods require. 

AI-driven tools, such as predictive analysis software, can forecast user behavior with remarkable accuracy—allowing marketers to design pages that better align with user expectations.

Screenshot showing areas of marketing where AI can be used in conversion rate optimization

The power of predictive analysis

One of the most revolutionary aspects of AI in CRO, according to Boag, is predictive analysis. Instead of merely reacting to user behavior after the fact, AI now enables us to anticipate user actions. 

As Boag points out, AI can “help us to predict what users would do when they come to a website.” This gives marketers an incredible advantage when optimizing landing pages.

Predictive AI tools analyze vast amounts of data to forecast where users’ attention will focus, enabling CRO specialists to strategically place elements such as calls-to-action (CTAs) and critical messaging. 

Boag explains that “AI can help us know how to structure pages in such a way that we draw people’s attention to the things we want them to see,” maximizing the potential for conversions.

Key factors that influence landing page conversion

A well-optimized landing page can significantly impact your business’s bottom line, making the difference between a casual browser and a committed buyer. Every element on the page, from the headline to the call-to-action, plays a pivotal role in guiding users through the decision-making process.

Boag highlights four important factors that impact the success of a landing page:

  • Copy and messaging: Engaging and clear language that resonates with your audience is crucial;
  • CTAs: The placement and wording of your call-to-action buttons can make or break conversions;
  • Social proof and objection handling: Providing the right proof points and addressing user concerns upfront increases trust;
  • Pricing: Transparency and value-driven pricing can influence a user’s decision-making process.

But Boag narrows his focus to one of the most overlooked yet vital aspects—layout.

Screenshot showing areas of marketing where AI can be used in conversion rate optimization - focusing on Layout

Layout: The unsung hero of landing page design

According to Boag, layout plays an essential role in CRO because it determines how effectively users engage with the page within the critical first few seconds. 

“On average, a user spends about eight seconds deciding whether or not this page is right for them,” Boag notes, referencing research from Microsoft. This leaves little time to communicate your core message and direct users toward your CTA.

Here’s where layout becomes key. Every element—where it’s placed, how much space it takes up, and what it looks like—contributes to how users interpret and interact with your landing page. 

AI tools can now provide insights on how to optimize your layout by predicting which elements draw the most attention.

Screenshot showing key considerations of layout - CTAs and messaging

AI-driven testing: From time-consuming to instant

Traditionally, testing a page’s layout could take hours or even days. Methods like eye-tracking and snap tests—where users are shown a page for a few seconds to see what they remember—are useful but time-consuming. 

“Even a quick test can take hours, if not days, to get results,” Boag laments. This lag between testing and iterating can slow down the optimization process significantly.

Screenshot showing challenges of testing - can be time consuming and user access can be limited

AI has changed this. New predictive tools allow marketers to instantly analyze how users will engage with a page. 

“These AI tools can predict where people will look on a page with a 90 to 96% accuracy,” Boag explains, based on thousands of hours of eye-tracking studies. This means you can get real-time feedback on your page’s design and layout and adjust before the page even goes live.

With AI conversion rate optimization tools like Attention Insight, marketers can upload their designs, quickly receive heatmaps of user attention, and make layout adjustments on the fly. This drastically reduces the time it takes to optimize a page and increases the likelihood of driving conversions.

Practical tips for improving your layout using AI

Poorly structured pages, where essential elements are overlooked or buried, can confuse users, leading to higher bounce rates and missed opportunities. Boag offers several actionable tips for improving your layout with AI-driven tools:

1. Simplify relentlessly

Boag suggests reviewing every element on your page and asking, “Can I remove this?” If an element doesn’t serve the main goal—such as driving users toward your CTA—it may be a distraction. 

Screenshot showing how strategic images can draw the user's eyeline to the CTA

For example, many pages include decorative images that draw attention away from key messaging. Boag mentions how faces in images can sometimes distract users from a CTA, detracting from the page’s ultimate purpose.

2. Hide secondary elements

If you can’t remove an element, consider hiding it. You can use accordions or tabs to declutter your page and only reveal secondary information when necessary.

3. Shrink what you can’t hide

Some elements, like compliance text or legal disclaimers, can’t be removed or hidden. In this case, Boag advises shrinking or de-emphasizing them visually so they don’t compete for attention.

Screenshot showing key areas to focus on to improve layout - remove, hide, and shrink

Mastering AI Conversion Rate Optimization

AI is revolutionizing CRO by making testing and layout optimization faster and more efficient than ever before. Through the power of AI conversion rate optimization, marketers can design landing pages that not only look great but also perform better by accurately predicting user behavior. 

As Paul Boag illustrates, AI is now a must-have in your CRO toolkit. From optimizing copy and automating A/B testing to predictive analysis, AI has opened new possibilities for landing page success, allowing marketers to craft pages that truly convert.

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How To Improve Your CRO With Predictive AI

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