Affinity | Product Recommendations API

Affinity API

Affinity highlights the most relevant offer for every website visitor — paired with the message that drives the sale.

yourstore.com
Affinity · Recommendations API Recommended for you
Personalised for Trail Runner
Road Racer RoadLightweight €129
Best match Trail Pro GTX TrailWaterproof €149
Court Classic StreetRetro €89
Updating in real time
+220% Revenue per buyer
Real-time Recommendation scoring
From day 1 Works immediately, no cold start

Why it matters

Static websites leave revenue on the table.

No personalisation

When first-time visitors see the same content as regulars, few have a reason to keep browsing.

The discovery gap

Visitors who know what they want use search. But the biggest revenue opportunity is helping people discover things they didn't know they'd love. That requires intelligent recommendations.

Cold-start problem

Traditional recommendation engines need extensive purchase history, but new or infrequent visitors leave them with nothing to work with.

How it works

Turn your visitors from anonymous to ready to buy

Affinity matches behaviour to a Taste Cluster, picks the offer that fits, and frames it in a way that converts.

01

Match every visitor to the right Taste Cluster

Affinity places each visitor in a Taste Cluster based on their site behaviour and/or their past user and transaction data.

Trail RunnerRoad RunnerStreetwear
02

Highlight the most relevant product

For each cluster, Affinity puts the most relevant product or offer front and centre.

yourstore.com
Recommended for you
Road Racer €129
Best match Trail Pro GTX €149
Court Classic €89
03

Tell the story that compels the purchase

Affinity frames the recommendation with the right message about why this pick fits this person, so the visit turns into a purchase.

yourstore.com
Trail Pro GTX Made for your muddy weekend trails.
WaterproofTrailGORE-TEX
€149 Add to cart

Technology

The technology behind every recommendation

Taste Clusters, not purchase history

Affinity models the real motivations behind every choice. So it recommends the right next pick even for first-time visitors.

Real-time scoring

Every visitor is scored live, session by session, so the recommendation reflects what they're interested in right now, not a stale profile.

No cold start

Because it runs on taste rather than history, Affinity works from the very first visit — even without purchase data.

Integrate anywhere

Whether personalised product feeds, cross-sell widgets or event discovery: Affinity's API adapts to your architecture.

Learn more about Affinity

Offer personal recommendations on your website and app.

Book a demo