Case study

Ahi & Vegetable

Emerging restaurants

We may only open one store. Can we forecast it accurately?

Precision site modeling for one high-confidence opening over 12–18 months.

1

Problem

What was at stake?

Small concept with limited expansion cadence — every decision matters.

2

MapZot.AI work

How the decision was modeled.

Deep trade area analysis
Demand and competition mapping
Revenue forecasting for a single site
3

Outcome

What became clearer?

High-confidence site selection
Avoided expansion misstep
Precision over scale

Cost of being wrong

$500K–$1M total

A single wrong location could stall brand growth entirely.

The goal was not more data. The goal was a cleaner decision before capital, lease commitments, buildout time, and leadership attention were locked in.