Agentic Engine Optimization: Why Your Content Strategy Needs Both Human and AI Readers in 2026
Google’s AI director reveals token limits and front-loading strategies. Learn how to optimize content for both human engagement and AI agent parsing…
When it comes to e-commerce merchandising, we now have the technology and tactics we could have only dreamed of only five years ago. With the advent of richer analytics and artificial intelligence (AI), we can now personalize user experiences in real-time. As a result, your prospects feel more understood than ever before, which makes them more likely to become paying customers.
The most common optimization methods used as of early 2018 include:
Amazon.com has set the standard for product recommendations. Their website seems to ‘read your mind’ and know what you want before you even know. The secret to this clairvoyance is their proprietary recommendation engine. It certainly helps that their algorithm is tuned by millions of clicks and purchases from their loyal customers.
The stats are compelling:
Most importantly, providing personalized recommendations makes your brand look more professional like you are a premier solution provider. This reflects well both on your brand and your bottom line.
As an online merchandiser, you should always seek to do solution selling - that is, to provide a complete solution to the prospect’s problem. This involves offering both up-market alternatives (up-sells) when your prospect is still shopping, and related accessories (cross-sells) after your prospect has carted a product.
Up-sells are a hard sell because they depend on your prospect’s price sensitivity (for example, a Toyota buyer usually won’t consider a Lexus). Cross-sells, priced at 15% or less of the carted product, tend to convert much better. Best of all, cross-sells can significantly boost your average order value (AOV), even if a small percentage of your customers opt to add them.
Offering product collections is an effective tactic for driving engagement for prospects who are looking for a product that fits a ‘theme’ - such as what’s trending, what’s right for the season, or outfits that fit a particular ‘look’ or ‘style’.
By offering collections, through your top-level navigation and main landing pages, you’re allowing your visitors to short-cut your conventional category and product-based navigation. They will appreciate how you respect their time by giving you more product views and add-to-carts.
You should determine what these intents are based on your customer research. For example, you could run a simple online poll on your home and entry pages that asks, ‘What are you looking to find today?’ After you get a few hundred responses, you’ll have a good sense of the intents around which to create your collections.
How to optimize your e-commerce merchandising
Learn more about our optimization tips in our comprehensive guide.
If you’ve been doing online selling long you know that it’s much easier to keep - and monetize - a current customer than to acquire a new one. So you need to give these returning visitors and customers special attention.
You can do this by:
How do you know which customers are most profitable? Feed your customers list into a segmentation tool like those offered by Nielsen-Claritas or Experian. These tools output the psychographic profiles in which your customers ‘cluster’ and show which segments are most profitable. This allows you to target more like-minded people in your sales and marketing efforts.
I’ve already touched on the conversion power of personalized product recommendations. Well, that’s just scratching the surface. With the latest dynamic personalization tools, you can customize the experience of each visitor in real time. These personalizations are even better if they are ‘seeded’ with other experiential data - from prior sessions, for example, or with data in your Customer Relationship Management (CRM) system.
Just as importantly, these tools allow you to run reports that cross-tabulate things like AOV and RPV against visitor behaviours like chat usage or video views. So you can quickly learn which behaviours and usage times correlate with higher conversion rates and revenues. I call this conversion gold!
With the advent of cool new technologies, selling a lot more with a modest investment has never been easier. Read our guide full of optimization tips to ensure you never let a sale slip away.
By Mark D. Hall
Seasoned Voice of Customer (VOC) Insights, Customer Experience (CX) and Conversion Rate Optimization (CRO) professional. Mark raises the revenues and customer loyalty of E-Commerce and SAAS-based brands by finding and fixing the ‘holes’ in their customer experience. For over 20 years Mark has worked with a wide range of clients, including AT&T, AutoZone, American Express, Delta Dental, Kaiser Permanente, Denon, Edmunds, eDriving, SpyTec and The California Lottery. Mark holds a B.S. in Engineering from the University of Washington, and an M.B.A. from the University of Colorado. When not working, Mark enjoys playing tenor saxophone, mountain biking, reading and watching soccer. Read his blog, connect with him on LinkedIn or follow him on Twitter
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