Seekr · City-discovery and search platform
Intent-aware search for a city-discovery product
The documented product version aimed to understand complex user intent rather than keywords alone.
Custom softwareThe challenge
The starting point
Natural-language city searches had to become structured criteria while place data stayed normalised and deduplicated.
The work
What we built or changed
- 01
An intent layer for category, opening hours, atmosphere and price range.
- 02
Personalised result ordering based on previous interactions.
- 03
A content-curation workflow for normalisation and deduplication.
The outcome
The work produced an intent-led search and recommendation architecture for the city-discovery product.
Let’s examine your starting point.
The first conversation clarifies the goal, available data and how results would be measured.