Affinity | Product Recommendations API

Affinity API

Affinity matches every visitor to a Taste Cluster, surfaces the most relevant product or event in real time, and frames it with the story that sells.

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.

One size does not fit all

Most websites show the same listings to every visitor. A first-time browser sees the same page as a loyal customer. No guidance, no personalisation, no reason to explore further.

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. For new visitors or infrequent buyers, they have nothing to work with, so they default to showing bestsellers.

How it works

From anonymous visit to the right recommendation

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

01

Identify the right Taste Cluster for every visitor

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

From that cluster, Affinity surfaces the product or offer each visitor is most likely to want next, and puts it 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: the shared affinities across products, categories and formats. 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, no purchase data required.

Integrate anywhere

Personalised product feeds, cross-sell widgets or event-discovery modules: Affinity's API adapts to your architecture. Modern docs, live in hours.

Integrate Affinity

Personal recommendations on your website and app.

Talk to us