How Bol.com Grew 27% with AI Recommendations

Why do regional marketplaces invest in the same AI recommendation technology as the global giants? Because the matching problem is identical at any scale — connect each shopper with the right products from a large catalog — and solving it drives growth. Bol.com, the leading Benelux marketplace, did exactly that.

The result: Bol.com grew 27% over the past year, with AI-powered search and recommendation features helping surface relevant products to its millions of Dutch and Belgian shoppers.

Scale-appropriate, not scaled-down#

Bol.com isn’t Amazon, but its shoppers expect the same thing: to find the right products quickly in a vast catalog. The recommendation challenge — predict what each shopper wants and surface it — is the same one the giants solve, just at a regional scale. By applying AI search and recommendations, Bol.com kept its growing catalog navigable and relevant for millions of shoppers, helping drive 27% growth.

The lesson is that you don’t need global scale to benefit from recommendation AI. The mechanics work for any marketplace or store with enough catalog and traffic.

How recommendation AI works#

Recommendation AI predicts what each shopper wants from their behavior and surfaces it across the experience — search, product pages, browse.

Three mechanics drive the impact. The engine personalizes to each shopper, surfacing items matched to their behavior rather than generic bestsellers. It makes a large catalog navigable, connecting shoppers with relevant products from a deep selection. And it learns continuously, sharpening recommendations as it observes what converts.

Why recommendation AI travels across markets#

The strategic point is that recommendation AI is market-agnostic. The same engine that powers a US giant works for a Benelux marketplace, a single-country retailer, or a niche store — because the underlying job (match shopper to product) doesn’t change with geography or scale. Bol.com’s 27% growth shows that a regional player applying the technology well captures the same kind of lift the giants do, relative to its size.

What this means for your store#

Whatever your scale or market, recommendation AI applies:

Personalize recommendations to each shopper, not a fixed bestseller list.
Use AI to make even a large or growing catalog feel navigable and relevant.
Let the engine learn continuously so recommendations improve automatically.

You don’t need global scale. The recommendation technology that drives the giants works for your store too.

Bring recommendation AI to your store with CartAmplify#

CartAmplify brings the same recommendation AI the giants use to any store — Shopify, dropshipping, or marketplace, in any market. Personalized discovery that surfaces relevant products and drives growth.

Try CartAmplify free →

Growth figures cited from publicly reported Bol.com data. Results vary by catalog, traffic, and implementation.