From operations
to investment questions.
Start with a real need.
Then test the economics.
Four questions connect store experience to retail technology: use case, economics, replication, and value capture. Each analysis distinguishes facts, assumptions, judgment, and what would change the thesis.
Location Logic Migration Thesis
A framework by Distant Hills · v0.2. Unpack a “good location” into testable conditions for comparing stores, channels, and market expansion.
What travels is not a store,
but a set of conditions.
Three conditions for a store to work
Demand density
Who needs what, and when?
DEMANDCustomer access
How do customers find and reach you?
ACCESSFulfillment economics
Can this demand be served profitably?
ECONOMICSReal demand × Effective access × Viable economics
A conceptual relationship for structuring research, not a calibrated equation.Unpack a “good location”.
Who needs what, and when?
Start with demand that can convert, not just people passing by. Map the shopping mission, repeat frequency, basket, and time of day together.
How do customers find and reach you?
Walking, motorbikes, and delivery platforms define “near” differently. Visibility, stopping access, entrances, and platform discovery shape the effective catchment.
Can this demand be served profitably?
High rents can offset high traffic; a wider delivery radius may dilute contribution. Bring margin, rent, labor, picking, delivery, and shrink into one model.
Before asking if it scales,
ask what has changed.
- 01
Reconstruct the original
Explain why demand, access, and cost fit together in the original market.
- 02
Find the differences
Check streets, time, shopping missions, and supply conditions in the new market.
- 03
Run a small test
Test the key assumptions with auditable observations before expanding the network.
A framework must face counterevidence.
Scope: store retail, delivery retail, and their migration across markets. This lens does not fully explain brand power, regulation, or organizational execution. If all three pillars appear sound and stores still fail, look for missing variables and revise the thesis.
Revision: v0.2 (23 Oct 2026) places the framework within a broader retail technology method and clarifies its limits. It is a working lens, not an empirically validated model. It cannot directly establish general AI capabilities or enterprise value.
Where should the next store in Ho Chi Minh City open?
Read the sample field note ↗Keep the evidence beside the conclusion.
- FACT
- Give the source, date, sample, and definitions. An undocumented observation is not presented as a fact.
- ASSUMPTION
- Expose inputs and formulas so readers can replace them. Example scenarios are not market benchmarks.
- JUDGMENT
- Show the reasoning, alternative explanations, and counterevidence; explain later revisions.