Recommendation AI

How Deliveroo's AI Makes Plus Members Order 40% More

Deliveroo Plus subscribers order 40% more annually, driven by AI-powered personalized offers and recommendations. Here's how recommendation AI builds habit.

3 min read
Deliveroo (UK) — Recommendation AI case study cover for the CartAmplify blog

Why is order frequency the metric that matters most for repeat-purchase businesses? Because a customer who orders more often is worth far more over time than one big basket. Deliveroo uses AI recommendations and personalized offers to make its subscribers order dramatically more.

The result: Each Deliveroo Plus subscriber orders 40% more annually than non-subscribers, driven by AI-powered personalized offers and product recommendations.

Frequency is where lifetime value lives#

In a delivery business — and any store built on repeat purchases — the customer who orders 40% more often over a year generates far more value than a one-time big spender. Frequency compounds into lifetime value. The challenge is making each visit so easy and relevant that ordering becomes a habit. Deliveroo does this with AI: personalized recommendations and offers that surface what each subscriber wants, reducing the effort of deciding and giving them reasons to return.

The subscriber focus is deliberate — these are already the most committed customers, and deepening their frequency yields the highest return.

How recommendation AI works#

Recommendation AI predicts what each customer wants from their behavior and surfaces it, along with personalized offers that encourage the next order.

Three mechanics drive Deliveroo’s result. The engine personalizes recommendations and offers to each subscriber’s tastes and patterns. It reduces decision friction, making it effortless to find something appealing each visit. And it builds habit, because every easy, relevant order makes the next more likely.

Why personalization compounds into frequency#

The strategic insight is that frequency is built through repeated good experiences. Each time a subscriber opens the app and quickly finds something they want — surfaced by AI, sometimes with a personalized offer — ordering gets easier and more rewarding, which makes them more likely to order again. That’s a flywheel: better recommendations drive more orders, more orders generate more data, more data sharpens recommendations. Over a year, that compounding produces a 40% frequency lift. Personalization isn’t just about the single sale; it’s about engineering the next visit.

What this means for your store#

Any repeat-purchase store can apply this:

  • Personalize recommendations and offers to each customer to reduce decision friction.
  • Focus on your most committed customers — subscribers, members, repeat buyers — where frequency gains pay off most.
  • Optimize for the next visit, not just the next sale, because frequency compounds into lifetime value.

The customer who orders more often is your most valuable. Recommendation AI builds that habit.

Bring recommendation AI to your store with CartAmplify#

CartAmplify brings habit-building recommendation AI to any store — Shopify, dropshipping, or marketplace. Personalized recommendations and offers that lift order frequency, the way Deliveroo grows subscriber orders 40%.

Try CartAmplify free →


Figures cited from publicly reported Deliveroo AI case studies. Results vary by catalog, traffic, and implementation.

Ready to ship

Sell more,
starting tonight.

30-day free trial · No commitment required