Our Data – Beauty Ratings and Curated Places
Our datasets identify and rate beautiful places by combining crowdsourced human insights with advanced AI. Whether you're enriching property listings, powering travel discovery, analysing location value, or building discovery features, our data goes beyond traditional popularity metrics to surface what makes a place genuinely desirable.
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Beautiful Places POIs & imagery
UK data available via API and MCP. Worldwide data in development.
A curated dataset of beautiful Points of Interest (POIs), each with thumbnail imagery and location data. Built on a robust scientific methodology and trained on tens of thousands of human ratings, our AI algorithm identifies places of inherent beauty at scale, from major attractions to hidden gems. Query by lat/lng, neighbourhood, or postcode sector. Use it to power discovery features, showcase scenic destinations, or enrich location-based content.
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Neighbourhood Beauty Ratings
UK data available via API and MCP
Beauty ratings for neighbourhoods across the UK. Built on a robust scientific methodology and trained on tens of thousands of human ratings, our AI algorithm extrapolates beauty scores at scale. Potential applications include real estate analysis, property valuation, quality of life studies, retail location planning, and advertising targeting. -
Greenspace Quality Index
Coming soon
This dataset includes quality ratings for greenspaces, derived from human-labelled data and extrapolated using an ML algorithm. The dataset evaluates parks, commons, and other public green areas based on their overall quality and features. Potential applications include urban planning, public health research, property valuation, environmental management, and recreation planning.