commercial real estate · shopping centres, retail parks & outlets
Retail assets: operations and investments grounded in real catchment spend
Consumer spending behaviour is the real value driver of retail real estate, for the teams who run centres day to day and for the investors, lenders and valuers who price them. Rent negotiations, tenant mix and marketing depend on it as much as acquisitions, valuations and exit decisions do.
Iceflower resolves real card and bank transactions from more than 130 million US and EU consumers to every shopping centre, retail park and outlet centre, its tenants and the shops around it.
With it, the retail real estate ecosystem becomes truly consumer-centric, working from one integrated dataset that is easy to analyse. Data becomes insight, and insight becomes concrete recommendations for action.
Stop assessing places. Start assessing demand capture.
Trial runs on the real product with real data. No credit card.
who this is for
Who uses Iceflower in commercial real estate
From centre management to the investment committee: one evidence base for the questions each function owns, the decisions they drive, and the results they have to prove.
assets we support: shopping centres · outlet centres · retail parks · big-box retail · lifestyle centres · mixed-use
Six core use cases: three to run centres better, three to price them right.
The same transaction data scales the performance of the centres you run, and tests the value, opportunities and risks of the centres you own, buy, finance or appraise.
scaling performance
asset managers · leasing managers · marketing managers
Set the right rent, and prove it.
Evidence from what a tenant earns, and from what its pull earns for the rest of your centre.
Fix the tenant mix. Win target brands.
Who performs, who might leave, who you need to grow revenue, and fact-driven pitches to win them.
Spend marketing where it returns.
RFM segments and personas built from real behaviour, not from workshops and assumptions.
assessing performance, opportunities & risks
investors · owners · lenders · valuers & advisers
Evaluate investment and financing opportunities by their potential to win the catchment.
One evidence base for deep catchment insight and competitor benchmarking.
Monitor the quality of the teams driving your assets’ performance.
Give past and future strategies and objectives a consumer-centric reality check.
Spot the repositioning and exit candidates in your portfolio.
Understand whether weak performance is temporary, or a catchment-driven trend that cannot be stopped, before it reaches the valuation or the loan.
two centres, one panel
Every example below comes from the same two centres
Westfield Century City in Los Angeles and South Coast Plaza in Costa Mesa, benchmarked from the same transaction panel. Century City is blue in every chart below, South Coast Plaza orange.
01 · understand
Decode your entire catchment: every shift, every winner, every laggard
Every centre is rebuilt from the consumer transaction panel and benchmarked against every shop in its catchment and against its competing centres, category by category. Behaviour, not proxies: not footfall, not turnover certificates.
The panel sees the payment, debit, credit, ACH and SEPA alike, across non-food, food & beverage, services and entertainment. The centre, the high street and the retail park next door sit in one dataset.
And it shows who stands behind the spend: your shoppers as real personas, by spending fifth, 19 lifestyle dimensions and loyalty, set against everyone living in your catchment. Insights conventional studies cannot provide, and sharper versions of the ones they can.
decisions this step settles: who the real competitor is · who your shoppers really are · which shopper groups to defend · which categories leak to the catchment
Insight example
Are we growing the relevance of our centre in our catchment, more than our competitors?
Over the last 12 months, South Coast Plaza raised its share of its catchment’s spending from 3.79% to 3.90%, while Century City’s slipped from 1.55% to 1.53%.
Both catchments grew. South Coast Plaza grew 3.0 points faster than its catchment, Century City 1.7 points slower.
Each chart shows the centre’s share of in-person spending in its catchment, the centre included, in the same categories: rolling three months, the last 12 months in colour and the same months a year earlier in gray. Where the coloured line runs above the gray one, the centre grew faster than the shops around it.
Centre against catchment and competitors
Growth and share against every shop in the catchment and against the competing centres, by category and by spending fifth. A strong quarter is read against the market it sits in, not against last year alone.
Shopper personas from real spend
Every centre gets the same read: its shoppers and sales by spending fifth against its catchment, 19 lifestyle dimensions, and loyal, new, at-risk and lost shoppers month by month.
Where you compete, and for whom
The residents living where two catchments overlap: what they buy, and whether it goes to your centre, the competitor, or the shops in between.
Categories won from, or lost to, the catchment
Each category’s share of catchment spend, across non-food, food & beverage, services and entertainment, and what a mixed trip spends that a single-purpose trip does not.
Insight example
Do the same brands earn more per shopper at South Coast Plaza, or do they reach more shoppers?
At the tenants both centres share, reach differs far more than spend per shopper.
Last 12 months, September 2025 to August 2026. The brands with a store at both centres and at least 30 panel shoppers at each. Brands with a measurement break (Tiffany & Co., lululemon) are left out. Spend per shopper is the store’s panel sales over its panel shoppers, and the panel sees one card per person.
Sample question we answer
“Are we growing faster than our catchment, and which categories are losing to the retail park?”
02 · activate
Turn the finding into the next move
One dataset, complete and precise down to the tenant, so a finding needs no further study. The shopper group you just found is not a slide. It is a tenant-mix decision, a marketing audience, or the case for the capex plan. We don’t just deliver insights. We trigger action.
decisions this step settles: which tenant to court, keep or replace · which shopper groups get the campaign · which centre gets the next capex
Insight example
Which tenants are the most important revenue drivers for the whole centre?
At Century City, Nordstrom and Eataly: the trips that include each of them make 15% of the centre’s sales. At South Coast Plaza, Louis Vuitton (12%) and Nordstrom (10%).
Last 12 months, the twelve tenants of each centre with the most anchor power. Share of sales is the tenant’s share of the centre’s panel sales. Solo trips is the share of the tenant’s trips with no purchase anywhere else in the centre. Anchor power is the share of all centre sales made on trips that include the tenant. Trips overlap, so these shares add to more than 100%.
Lease on anchor power, not footfall
For every tenant: how many of its trips are solo, how much centre spend rides on trips that include it, and what departed tenants have taken with them. The tenant-mix conversation starts from what shoppers actually do.
Market to the shoppers you share
Overlap residents, at-risk regulars and lapsed shoppers become derived audiences for paid social, CRM or any other channel. All privacy-clean: no PII, no individual shopper targeting. Audiences are built from geography, spending behaviour and spend-derived profiles.
Prioritise across the portfolio
Before a repositioning or the next capex round: share of catchment spend won or lost over 24 months, the shopper profile against the competitor, and each key brand’s store against its own chain, for every centre you run.
Sample question we answer
“Which tenants carry the centre, and which only share its shoppers?”
03 · measure
Did it work?
The same panel that benchmarks the centre measures what each change did, continuously and with the catchment as the control.
decisions this step settles: keep, scale or stop · what an opening or a closure really did · when to intervene
Insight example
What is the impact of newly opened or recently closed shops on the whole centre?
Ramen Nagi matters far more to South Coast Plaza than VOX Kitchen & Bar, with new and existing shoppers alike, in F&B and non-F&B spend.
The shoppers of closed stores kept coming
For each opening, its share of the centre’s F&B spend each month and its buyers’ share of the non-F&B spend, split into shoppers new to the centre (no visit in the 12 months before) and shoppers already coming, and what the newcomers of its first six months spent with other tenants. For each departure, the store’s buyers in its last year against similar shoppers, other recent centre shoppers with as many trips: did they keep coming, and which tenants in the same category gained their spending. Westfield Century City and South Coast Plaza, Sep 2024 to Aug 2026.
Before and after, with the catchment as control
A remodel, a new anchor or a marketing campaign is compared against the catchment and the competing centre over the same months, not against last year’s weather.
What an opening really brought
For every opening: the share of its buyers who were new to the centre, against all centre shoppers, and how much those newcomers then spent with other tenants compared with the new store. A number for the leasing committee, not a feeling.
Always current
The benchmark rolls forward every month, so a competitor’s new anchor or a category drifting to the retail park shows up while it is happening, not at the next valuation.
Sample question we answer
“Our new anchor opened in spring. Did it bring new shoppers, or move the existing ones around?”
questions this page answers
Eleven first questions, to show what’s possible
A first selection, to inspire: eleven questions that show what transaction data reveals about any centre, its catchment and its competitors. They are examples, not a fixed scope.
From there, we define the questions that matter most for your asset together, whether a decision due this quarter or the long-term strategy, and answer them within days.
Are we growing the relevance of our centre in our catchment, more than our competitors?
The benchmark tracks each centre’s share of in-person spending in its catchment, in the same categories, rolling three months against the same months a year earlier, with the gap by category and by spending fifth. In the 12 months to Aug 2026, South Coast Plaza raised its share from 3.79% to 3.90%, while Westfield Century City’s slipped from 1.55% to 1.53%.
How much does each spending fifth matter?
Shopper and spending shares per fifth, for the centre, its categories and its key tenants. A centre that lives on the top fifth knows it, and knows which tenants that fifth carries.
Who shops here, and how is that changing?
The customer profile on 19 lifestyle dimensions, centre against catchment, tracked over time.
What do the shoppers we share with the competitor buy, and where?
Residents of the overlap between two catchments: what they buy, and whether it goes to your centre, the competitor, or the shops in between.
How loyal are our shoppers, and are we losing the regulars?
Each month the benchmark sorts everyone who shopped at the centre in the previous year into loyal, new, at risk and lost, split by spending fifth and by the category they spend most on. A Christmas crowd that has lapsed by June shows up as a number, not a hunch.
What are our customer segments?
RFM segments of the centre’s own shoppers, with what marketing should do with each.
How do food and beverage and non-food perform together?
Shares and trends for both, and how trips combine them: food only, non-food only, mixed, or food in the centre with non-food in the catchment and the other way round.
Which categories win from the catchment, and which lose to it?
Share of merchants, sales and shoppers per category, whether each category’s trend keeps pace with the catchment, and the sales volume won from or lost to it.
How is each tenant performing, and how do we set the right rent?
Year-on-year spend for every tenant with enough transactions, plus anchor power: the share of all centre sales made on trips that include the tenant, next to the share of its trips that are solo visits. At Westfield Century City, trips that include Nordstrom or Eataly make 15% of centre sales each, in the 12 months to Aug 2026. A tenant that fills the centre and one that only shares its shoppers get different numbers, and so do their rents.
What did recent openings and closures do to the rest of the centre?
For an opening, how many of the store’s buyers had not visited the centre before and what they then spent with other tenants. For a closure, whether its shoppers kept coming and where that category’s spend went.
How do our key tenants perform against the same brands elsewhere, and does the catchment or the mix decide?
Each store against the brand’s stores in competing centres, on spend per shopper and shoppers reached. Between Westfield Century City and South Coast Plaza, spend per shopper was within 10% at 8 of the 19 shared tenants in the 12 months to Aug 2026, while South Coast Plaza reached from a quarter to more than three times as many of their shoppers. For those tenants the catchment set the result, not the mix. Other centre pairs are checked the same way and can come out differently.
ai agents
Tired of dashboards? Skip ours.
Iceflower runs as a connector in Claude and ChatGPT, live and approved in both directories. Connect once and ask in plain language. The dashboard stays there for the day you want to validate a number.
which centres in our region are gaining share of their catchment this year?
which tenants in our centre are losing shoppers to the retail park?
which categories at the centre are winning from the catchment?
which shopper dimensions over-index at our centre against the competitor?
Answers grounded in real transactions, in the assistant your team already uses.
how you consume it
One dataset, four ways to consume it
Every route delivers the right depth of information, fast, for C-level, asset management, leasing, marketing and analytics alike.
01 · recurring portfolio reports
The questions that matter for each centre and the portfolio, refreshed monthly: the key numbers to understand performance and trends, trigger decisions, or show where to dive deeper.
02 · on-demand deep dives
Bespoke analyses answering the complex questions with high business impact, a rent review, a tenant pitch, a repositioning case. Available within days.
03 · data feed
The same resolved data delivered via API or scheduled feed straight into your warehouse and BI tools.
04 · agents
An MCP server your AI agents connect to. Answers in Claude, ChatGPT or your own copilot, grounded in real transactions.
pricing
Straight prices, no surprises
Centre benchmarks, catchments and places analytics are part of Enterprise. Explore and Professional cover the merchants inside any centre, from the department store to the coffee shop.
Explore
The merchants of one market, in full depth.
- For a single team
- One category in one US state, UK region or metro area
- AI / MCP agent access
- 14-day free trial
Professional
The merchants your tenants compete with, nationwide.
- For your whole organization
- Everything in Explore
- Up to three categories, up to a whole country
- AI personas, chats & questionnaires
- AI reports
- 14-day free trial
Enterprise
Centre benchmarks, catchments and tenants, built around your portfolio.
- For your company and its systems
- Everything in Professional
- API and data feeds
- Your own live bespoke workspace, updated continuously
- Malls & places analytics
- Centre benchmarks, refreshed monthly
Prices exclude taxes. Trials do not require a credit card.
faq
The questions a seasoned buyer asks first
The short version below. Please reach out in case of further questions.
- What data sits behind the centre view?
- Real card and bank transactions from a panel of more than 130 million US and EU consumers, in store and online, across retail, food and beverage, services and entertainment. A centre is rebuilt from its tenants’ transactions, its catchment from where its shoppers live, and the shops around it from the same panel, so centre and catchment are measured with one ruler.
- Are the numbers on this page real?
- Yes. Every figure comes from the Westfield Century City and South Coast Plaza benchmark shown on this page, built on the live panel over the 24 months to August 2026 and prepared in October 2026, with its window stated next to it. Ask for the benchmark of your own centre and the same analyses are run for it.
- What is the difference between transaction data and footfall data for shopping centres?
- Footfall counts visits at the door and stops there. Transaction data records what was paid, at which tenant, by which household group, and what the same shopper paid elsewhere in the catchment, so share, basket, loyalty and leakage become numbers rather than estimates.
- Do you see our tenants’ turnover?
- The panel sees a consistent sample of card spend per tenant, indexed and compared, not the full till. It does not replace your tenants’ turnover reports. It adds what those cannot show: the same measure for every competitor’s tenants, for the shops around you, and for the brand’s other stores across the country.
- Can I target individual shoppers with this?
- No, and by design. The panel is GDPR-compliant and de-identified: no PII, no shopper identities. Activation works at segment level, geographies, spending behaviour and spend-derived profiles, exported as derived audiences. Individual-level outreach stays where it belongs, in your own CRM.
- Which markets are covered?
- Centre benchmarks run on the US and UK consumer transaction panels today. Merchant-level benchmarks for the retailers and restaurants inside a centre are available wherever the panel has coverage.
- How do I start?
- Book a scoping call. We agree the centre, the competitor and the questions, and the first benchmark against the catchment follows. For the merchants inside any centre, create an account: the 14-day trial runs on the real product with real data, and when you subscribe you choose the category for your region.
Stop assessing places. Start assessing demand capture.
Name the centre and the competitor. The first benchmark against the catchment is where every engagement starts.