We're Assaria: we predict how a restaurant, gym, or store will perform at a given location, using catchment population, foot traffic, and competition — before a single lease is signed. Below is a live version of that prediction model, scoring any point in Sweden as you click. The data shown is synthetic and illustrative; the method itself is validated on real client portfolios.
01 · The portfolio
Every dot is a site — click one to see what drives its revenue. Click anywhere else in Sweden to score a brand-new location.
This portfolio is synthetic and illustrative, built to demonstrate the method — not your company's real data.
02 · Model accuracy
Out-of-sample, location alone — with no brand, marketing, or pricing data — explains a strong share of the revenue variation across this portfolio.
03 · Over- and underperformers
Each site's actual revenue compared to what its location alone would predict. The model is trusted to say what location alone should produce, so a site's gap from that prediction points to something specific to that site — its offering, operations, or service — worth investigating, not noise.