03 / Sales Predictor
Model the next unit before you build it.
Franchisors and multi-unit operators upload their existing stores and sales history. MapWorthy learns the DNA of what your winners have in common and forecasts what a new unit is likely to produce — in a range you can defend to your investment committee.
Your data, your DNA
Bring your stores. We'll bring the pattern.
Give us a CSV of your current locations with trailing sales. MapWorthy calibrates the site grade against your own winners — the traits that show up in top-quartile stores get weighted higher, the traits that don't get down-weighted. Nothing generic. All you.
- Calibration on 8 stores and up; the model gets more decisive as your list grows.
- Your data stays yours. No cross-brand pooling. No aggregate benchmarks leaving your account.
- Sensitivity chart shows which factors move your sales most — sometimes it's not what you thought.
Example
Range vs. system median
18-month steady state
The candidate lands between the 55th and 78th percentile of your system — above median, below top-quartile.
Sales figures shown as percentile bands, not dollar values — protecting your data and keeping the read honest.
Next-unit heatmap
Where does the network have room to grow?
Beyond one candidate, MapWorthy shows the geography where your DNA has cover. The heatmap surfaces trade areas that look like your winners — and that you haven't touched yet.
- Cannibalization guard: same-brand overlap is flagged before it costs a franchisee revenue.
- Underserved-DNA scan: matching traits + open competitive room = a next-unit candidate.
- Franchisee assignment view: who has territory, who has capacity, who's ready to grow.
Example
● Existing store⊙ Matching DNAUnderserved
Grow with your own signal