How can you show the right products to the right customers at the right time? Should AI handle recommendations, or is using manual segmentation to craft personalized offers for your audience better?
The strategy you use impacts your conversion rates, AOV, and, of course, your overall revenue. And which approach drives more revenue?
We break down the strategies and show data on what works for both strategies.
This is how AI product recommendations and manual segmentation differ.
Machine learning algorithms analyze customer behavior, purchase history, and browsing patterns. They automatically suggest products to customers based on what similar shoppers bought or viewed.
You’ve probably already seen this in action in “Customers who bought this also bought…” or “Recommended for you” sections.
Manual segmentation divides customers into specific groups based on specific criteria.
For example, you can create segments for high spenders, recent purchasers, cart abandoners, or customers who bought in specific product categories. Use the segments to send targeted campaigns and product suggestions.
Both methods show customers products they’re likely to buy. The difference lies in who’s making the decisions, the algorithms or the humans.
AI recommendations are incredibly sophisticated. Systems analyze thousands of data points across your customer base to spot patterns humans would never catch.
Studies show that AI-powered product recommendations can increase conversion rates by 915%. When shoppers see products tailored to their interests, they’re more likely to add items to their cart.
AI excels at finding unexpected connections. For example, customers who buy yoga mats might often purchase candles three weeks later. AI spots patterns without having to hypothesis-test every possibility.
The technology also adapts in real-time. AI adjusts its recommendations automatically as customer behaviors change.
Basically, you won’t get stuck with outdated segments that don’t really reflect how people shop.
In specific cases, manual segmentation often outperforms automated recommendations.
If you manually segment your email list, campaigns see 14.31% higher open rates compared to non-segmented sends. That’s because you understand your customers in ways AI can’t.
You know your “wine enthusiast” segment responds better to educational content about pairing suggestions, for example. These nuanced approaches need a human eye that knows about your specific products and customers.
Manual segmentation gives complete control over the customer experience. Launching a new product line? You can strategically target the segment most likely to buy. AI might not recognize this because it lacks historical data on the new products.
AI might recommend a luxury item to a budget-conscious customer. With manual control, you ensure every recommendation matches your brand voice and customer expectations.
AI product recommendations shine in specific scenarios.
Manual segmentation gives you an edge in different situations.
Use AI for on-site product recommendations and checkout cross-selling. Let it do the heavy lifting of analyzing browsing behavior and patterns.
Use manual segmentation for email marketing and promo campaigns. Create specific segments for abandoned cart recovery, win-back campaigns, and seasonal promos.
This is how to leverage AI’s pattern-recognition while keeping the strategic control over customer relationships.
Track these metrics to understand which approach drives more revenue for your specific store:
AI recommendations work brilliantly for real-time personalization on your website. They can boost your conversion rates, increase AOV, and it needs minimal maintenance.
Manual segmentation gives you strategic control over customer relationships. It lets you build effective email campaigns, launch new products, and maintain brand voice throughout the customer journey.
Be a trailblazer and let AI handle on-site recommendations while manually segmenting your email list for campaigns.
Ready to build a revenue-driving strategy that combines the best of AI and manual segmentation? Schedule a consultation with us to create a personalized plan for your store.