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Cross shopping: how a shopping centre can show where anchor shoppers go next

The ways to see between the door and the point of sale, what each one misses, and how to put the result in front of a tenant.

Cross shopping, in SafeGraph’s definition, is the share of one tenant’s visitors who also visit another place in your shopping venue. Oftentimes it’s one proof a tenant wants before signing a lease with the landlord: do the grocery anchor’s shoppers walk past this unit, and how would they show it?

Syndicate sells shopping centres their own shopper app and operator dashboard, so we have a stake in what you choose.

What does a prospective tenant want to see?

Your leasing deck probably has door counts, sales per square foot and a tenant mix. In the age of eCommerce, the tenant across the table wants something AI-powered, visual and measured. If the tenant asked you who walks past their unit, and whether or not people shop in that vacant unit, would you be able to provide the answers?

Door counts tell you how many people came in, and sales tell you what they bought. The walk in between, from the grocery anchor to the fashion wing, is the part most shopping venues can’t show a tenant yet.

How is cross shopping measured?

SafeGraph’s guide to cross-shopping analysis (last modified October 2026) makes three points worth keeping in your deck.

First, overlap is not symmetrical: the share of shop A’s visitors who go to shop B can be very different from the share of B’s visitors who go to shop A.

Second, the time window changes the answer. The same-visit window shows stores that people combine in one trip. However, a month shows broader habits.

Third, there’s something called the affinity index: this compares the proportional overlap you’ve currently measured, with what you’d expect from each store’s size. That makes sure the biggest sales floor doesn’t win every comparison.

SafeGraph lists three data sources: phone location visits, card transactions and web browsing. A shopping venue has its own options, and each one has a different blind spot.

What are the five ways to see between the door and the point of sale?

All five are already in use in shopping centres, and each one leaves a different gap in the picture.

MethodWhat it showsStore to store?Consent loadIts strong case
Door countersVisits in and out of each entranceNoLow, no personal dataCounts everyone who walks in, with no personal data
Camera countingTraffic past a screen or zone, sometimes estimated age and genderWithin view of each cameraHigh if faces are analyzedNo app needed; Westfield Rise announced Quividi audience measurement for its US screens
Wi-Fi analyticsDevices on your Wi-Fi and roughly whereZones, depending on access pointsMedium, set at Wi-Fi sign-inUses equipment you have; Simon uses Wi-Fi location data with Adentro
Panel data (Placer.ai and others)Estimated visits from a sample of phonesBetween places, as estimatesHandled by the providerNo install; in the US, covers competitors’ centres too
Your own appOpted-in shoppers entering geofenced zones, and what they did with your offersZones; individual stores need careful planningHigh, location consent rules applyLinks a message to a visit, and the audience is yours
Sources: SafeGraph, Placer.ai, Apple developer documentation and the International Council of Shopping Centers (April 2025), checked November 2026.

Panel data deserves a fair hearing. Placer.ai’s data page, checked November 2026, describes a panel of tens of millions of devices, with visits estimated by machine learning, covering any location in the US. The page doesn’t mention Canada, so ask whether your property is covered before you subscribe.

Cameras come with a warning. In 2020, the federal, Alberta and British Columbia privacy commissioners found that Cadillac Fairview collected 5 million images of shoppers through cameras in its mall directories without meaningful consent. Our Law 25 guide for shopping centre apps covers that case in more detail.

What can your own app show that the others can’t?

Your own app connects a message to a movement. A shopper pulls into your parking, gets an offer from one of your fashion tenants, opens it and heads inside, and of the five methods, only the app ties those two moments to the same person.

Keep Apple’s limits in mind when you plan it. Apple’s Core Location documentation limits a single iPhone app to 20 monitored regions at a time, and a phone places itself less precisely indoors than outdoors. That’s why an app works best with larger zones, like your property, your parking or a whole wing, so shoppers don’t have trouble triggering them.

App data also only counts people who opted in, meaning they installed your app and allowed location access. That makes it a picture of your app users rather than every shopper.

Say so on the slide, so the tenant knows exactly where the number comes from. Our questions for a shopping centre app demo help you test all of this before you sign.

What about loyalty and sales data?

The five methods above track movement, while purchase data tracks spending, and spending is often the strongest cross-shopping evidence a tenant will see. SafeGraph also lists card transactions as one of its three sources.

A shopping venue can get purchase data two ways. Tenant sales reports, where your leases require them, show what each store sold, and a loyalty program shows which stores the same member bought from, as long as members scan or tap at the point of sale. The limit is the same as with an app: you see your members, not every shopper.

What could the slide in your leasing deck say?

This is a template, not a result. Every bracket is a number you’d fill in from your own data.

Example slide (hypothetical): “Of [number] loyalty members who bought at the grocery anchor on Saturdays in [month], [share] also bought at a fashion store the same day. Source: [centre name] loyalty program, members only, [dates].”

Put the opposite direction on the same slide too, from fashion back to grocery. As SafeGraph points out, the two numbers rarely match, and the tenant will want to see both. If you sell ad space, the same data helps you price it: see what a centre can sell in mall advertising.

What does Syndicate add?

With Syndicate, your shopping venue gets its own app, geofenced push notifications and an operator dashboard showing your app’s numbers. Our loyalty module puts points in shoppers’ Apple Wallet, and they earn them with a tap at the point of sale. Data export tools send all of it to your own systems, so your leasing team can build the slide from data you own.

Inside the operator dashboard, an AI advisor helps your team analyze the numbers and answers questions about them. We’d start with a pilot on one part of your property, with the zones and measures agreed before launch.

We checked these sources in November 2026.

Would it be a bad idea to see which zones your centre could measure first? Book a time or phone 1-844-404-4796.

Did you have any thoughts on this article? Let us know!

Unlock hidden value in your property for stakeholders

Put new insight into action with an in-store app for mall shoppers. Stronger leasing stories, backed by real numbers: an in-store app for your shoppers can finally give leasing teams the “missing data”.

Turn foot traffic into sales with a mall-wide, in-store shopping app

Syndicate connects your tenants, events, offers, and analytics into one mobile experience that grows foot traffic, dwell time, and sales—property-wide.

Turn foot traffic into sales with a mall-wide, in-store shopping app

Built by a team behind $1M+ in retail e-commerce sales.

Syndicate connects your tenants, events, offers, and analytics into one mobile experience that grows foot traffic, dwell time, and sales—property-wide.

Still seeing browsers instead of buyers? Drive more foot traffic to your physical locations

How long can your mall keep leaving sales to chance? It’s time to play an active role in driving sales.

Invite your patrons and customers to your physical location to access special promotions, pop-ups shops, events or exhibits.

Other common problems we’ve seen

Are you facing some of the issues mentioned below? The face of retail is changing. 

Visitors walk through your retail space without buying anything

Poor top-of-mind performance among local shoppers + visitors

High rent / overhead costs with no sales to justify it

Great promos shoppers don’t hear about in time.

Events happen—attendance is unpredictable.

Your website and your mall aren’t connected in real time.

Put new insight into action with an in-store app for mall shoppers

Stronger leasing stories, backed by real numbers: an in-store app for your shoppers can finally give leasing teams the “missing data”.

Let the visitors speak for themselves: what’s hot, what’s not and what’s really making a difference.

When tenants question performance or traffic, the data from your shopping app will offer hard numbers to reference.

It’s the kind of clarity that turns difficult conversations into easy ones. You go from defending the mall… to demonstrating value.

Clear data → actionable steps → greater results.

What success with Syndicate looks like

(Exact results vary by mix, seasonality, and adoption; we set baselines in week 0.)

+10–20%

foot traffic to targeted zones

+25%

dwell time for visitors who use the mall app

+30–50%

higher offer redemption vs non-app promos

2–3×

repeat visits within 60 days for check-in users

More foot
traffic

Tangible: Geo‑promotions and mobile triggers to bring visitors in person.

Better
insights

Analytics: Track what engages and attracts visitors —so you adapt fast.

Unified experiences

Omnichannel: guests effortlessly move between in‑store, mobile and online.

Real
loyalty

Build trust and relationships with customers to serve them better.

An in-store app for your mall creates promotions tenants actually feel — not just see.

Offer brands sponsored visibility inside your mall’s app, and give them the premium placements they actually want.

With a mall app, marketing can push:

Featured products and retailers to explore

Category
takeovers 

Lockscreen
Push Notifications

Mall Event Network

Discover the Syndicate mall event network of attractions and in-store events to drive foot traffic to your mall.

  • Pop-up shops, art events, brand launches
  • Attractions for families, children and seniors
  • Celebrity signings and other fun stuff to host at your mall

We connect you with local merchants, event planners, craftspeople and other exciting things for your mall activations.

Join a team of leaders in bringing in-store apps to their retail real estate

In-store shopping apps for malls are already generating results for some of the largest players in the game. How long can you afford to wait?

Simple reporting your executives will actually read

Exportable summaries from dashboard panel is perfect for leadership reviews, board presentations, and monthly investor reporting.

Why malls choose Syndicate

Built for retail real estate, not just single brands

One app, many retailers, shared loyalty + shared data (with tenant-level privacy).

Faster to value

Pilot in 30 – 90 days with 10–20 tenants; scale to the full property after proof.

No heavy IT lift

Works alongside current websites, POS, and marketing tools; phased integrations.

Flexible monetization

Sponsored zones, paid promo placements, premium push, and data-driven leasing stories.

A Simple 4-Step Process

Low risk, evidence-based

We can get through with this quickly, painlessly and with minimal downtime.

Pick a Pilot Zone

Choose a wing/floor + 10–20 tenants and 2–3 anchor offers.

Launch the App

Branded map, loyalty, check-ins, push; QR codes on doors and directories.

Run Weekly Moments

Happy-hour promos, flash sales, openings, “loyalty” challenges

Measure & Scale

Review analytics, redemptions, dwell time, repeat visits. Expand.

Everybody wins

Syndicate brings effective cross-team benefits for your mall’s stakeholders

Partnering retailers / tenants

Visitors / Guests