Retail Site Survey
Get early access →

For DTC brands on Shopify Plus

Know where to open
your next store.

A Shopify-native tool that turns your customer geography into specific recommendations for pop-ups and physical retail. Built for DTC brands $5–50M moving from online-only to omnichannel.

app.retailsitesurvey.com / pop-up finder

Top 3 metros for your next pop-up

Austin, TX
12.4% of your customers · 3 similar DTC brands within 2mi · low retail vacancy
94
match score
Denver, CO
8.9% of your customers · RiNo district demographic match · spring/summer timing
87
match score
Portland, OR
7.1% of your customers · Pearl District match · 4-week pop-up window
81
match score

Product preview. Real recommendations use your live Shopify customer data.

A $50K to $500K decision made on gut.

Picking a pop-up location or first physical store is the highest-stakes, lowest-frequency decision your brand will make this year. The tools that solve it well (Placer, Buxton, Esri) are priced for Fortune 500 retailers — $5,000 to $20,000 a month. Most DTC brands $5–50M don't have a process for this — they have an inherited mix of spreadsheets, broker hunches, and "I heard Austin was hot."

You already have the strongest signal you could ask for — where your customers actually buy. Retail Site Survey turns it into specific recommendations. We work with aggregate geography (ZIP-level), never PII.

How it works

1

Install via Shopify

One-click OAuth from the Shopify App Store. We pull aggregate ZIP-level geography from your existing order data. No PII, no CSV exports.

2

See where your customers are

Customer geography drilled to ZIP code, with heatmap and 3D globe views. Filter by product, date, season.

3

Get specific recommendations

Top metros and neighborhoods for your next pop-up or permanent store, with revenue forecasts and timing windows.

Explainable, not magic.

Every match score breaks down into the factors that drove it: customer cluster density, demographic overlap, competitor proximity, retail vacancy, seasonal timing. You can see exactly why Austin scored 94 and Phoenix scored 67 — and walk into your next board meeting or partner conversation with the data, not just our confidence.

Customer cluster density
Demographic overlap
Competitor proximity
Retail vacancy
Seasonal timing

Pricing

Final pricing is being set with early-access partners. Click any tier to register interest.

Request early access

We're talking with a small group of Shopify Plus DTC brands before opening up the product. Tell us a bit about your brand and we'll be in touch.

Which tier interests you? (Select any)

We'll only email you about this product. No marketing lists, no resales.