Location Data · USA

Full store-network extraction from a US retailer

The complete store footprint of a major US warehouse retailer — geocoded, map-ready, delivered once.

The challenge

The client needed the complete store footprint of a major US warehouse retailer as a one-time dataset — accurate, structured and delivered fast — without committing to an ongoing subscription for data they needed once. Many providers only offer recurring feeds; the client wanted a clean, complete snapshot and nothing more.

What we built

We ran a one-off extraction of the full Sam's Club store-locator network: store names, addresses, geo-coordinates and location attributes, geocoded and delivered map-ready. The engagement was scoped, delivered and closed as a single project — exactly matching what the client needed, with no ongoing commitment.

One-off projectFull store networkAddressesGeo-coordinatesMap-ready (GeoJSON)Location attributes

Results

One-offengagement
Fullstore network
Geocoded+ map-ready
Zeroongoing commitment

How it's delivered

The complete store network was delivered as a single geocoded dataset — addresses and coordinates ready to drop into mapping and GIS tools. One clean deliverable, scoped and closed, feeding the client's location intelligence needs.

The outcome

The client got exactly what they asked for: the full, accurate, geocoded Sam's Club store network, delivered fast as a one-time dataset with no subscription. It's a reminder that not every data need is a recurring feed — sometimes a clean one-off, done well, is precisely the right answer.

Not every data need is a subscription. A clean, complete, geocoded one-off — delivered fast — was exactly the right answer here.

— Engagement lead, iWeb Data Scraping

Need a one-off dataset, done cleanly?

Store networks, location data, point-in-time snapshots — scoped, delivered and closed, with no ongoing commitment.

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