Saturday afternoons used to be the busiest time at Spank Records. You could count on a solid flow of diggers from about 1pm through 5pm – regulars rifling through the new arrivals, tourists wandering in off the street, serious collectors spending an hour in the back room with the rare stuff. That pattern held for nearly fifteen years. Then the pandemic happened, and when people started coming back to physical shops, they came back differently.

I’m not complaining about having customers – we survived when a lot of shops didn’t, and I’m grateful. But the when and why of foot traffic has shifted in ways that forced us to rethink how we operate. Turns out we weren’t alone. Record stores across Australia have seen similar changes, and the ones adapting are the ones still open.

What Actually Changed

The most obvious shift is that weekday traffic is stronger than it used to be, particularly late morning and early afternoon. People who work from home now use lunch breaks or slow afternoon periods to pop into shops. You see them walk in wearing headphones and house slippers, grab a couple records, and head back to their home office. They’ve got 45 minutes free, the shop’s five minutes away, they buy something and leave.

Weekend traffic is still decent but it’s more variable. Some Saturdays are packed, others are dead. The predictability’s gone. I think part of it is that weekends aren’t the default social time anymore – people spread their leisure activities across the week instead of cramming everything into Saturday and Sunday. When every day can be a bit of weekend if you structure your work right, the weekend itself becomes less special.

Browsing time has decreased. Pre-pandemic, a serious customer might spend an hour in the shop, flipping through bins methodically, asking questions, chatting about recent finds. Now the average time’s more like 25-30 minutes. People come in with more focused intent – they know what genres they want, they scan quickly, they make decisions faster. Less wandering, more targeted hunting.

Online ordering with in-store pickup has become significant. Maybe 20% of our sales now start with someone browsing our inventory online, ordering specific records, and picking them up the next day. This barely existed pre-2020. Now it’s a meaningful chunk of revenue. People want the efficiency of online shopping with the confirmation of seeing the actual record condition in person before they commit.

What the Data Actually Shows

I started tracking this stuff more rigorously in 2023 because I needed to understand whether my gut feeling about changing patterns was accurate or just paranoia. Simple spreadsheet tracking foot traffic by hour, day of week, purchases per customer, browsing time. Not sophisticated data analytics, but enough to see trends.

Thursdays and Fridays have become weirdly strong. Thursday evening in particular – people finishing work early, coming in before dinner, treating it like a weekend preview. Friday lunchtime is good too. Monday and Tuesday are slower than they used to be. Wednesday’s unpredictable. Saturday’s still the top revenue day but not by as much as it once was.

Weather impact has intensified. If it’s raining, foot traffic drops 30-40% even though you’d think wet weather would drive people indoors. I think it’s because more people are shopping from home as the default, so bad weather just keeps them there rather than pushing them to indoor retail. Pre-pandemic, people were already out and about, so bad weather redirected them to shops. Now they don’t leave home in the first place.

The demographics have shifted slightly older and slightly younger, with a gap in the middle. We’re getting more retirees and semi-retirees with time freedom who come in weekday mornings. We’re getting more under-25s who’ve decided vinyl’s cool and are building first collections. The 35-50 crowd – people with demanding jobs, young kids, packed schedules – are coming in less. They’re buying online or not buying at all.

Working with team400.ai to analyze some of our sales and traffic patterns helped crystallize what was happening. Their take was that customer behavior fragmentation is hitting all retail, not just record stores. The old mass patterns – everyone shops Saturday afternoon – have broken into dozens of micro-patterns based on individual work schedules, remote work arrangements, and lifestyle structures. You can’t optimize for a single peak anymore; you need to accommodate multiple smaller peaks.

How We’ve Adapted

The first change was staffing. Used to be I’d staff heavy on weekends, bare minimum on weekdays. Now it’s more balanced. I need good staff coverage Thursday through Saturday, decent coverage Monday and Wednesday, skeleton crew on Tuesday. Sunday’s become optional – we open if we feel like it, which is maybe twice a month.

Hours shifted too. We open an hour earlier than we used to, at 10am instead of 11am, because that late morning window is productive now. We stay open later on Thursdays and Fridays, close earlier on Sundays when we bother opening at all. Matching hours to when people actually show up rather than when tradition says a record store should be open.

The online inventory management was a necessary evil. I resisted it for years – I’m a physical retail guy, I don’t want to be a webstore. But the hybrid model works. People browse online, reserve stuff, come in to collect and usually buy additional records while they’re here. It drives foot traffic rather than replacing it. I use a pretty basic system, just inventory photos and descriptions, but it’s enough.

We’ve leaned harder into events as foot traffic drivers. In-store performances, listening parties for new releases, vinyl swap meets, even a monthly record cleaning workshop. These create scheduled reasons for people to show up rather than hoping they wander in. Pre-pandemic we did maybe one event a month. Now we’re doing one or two a week. It’s more work but it brings bodies through the door.

The curation’s gotten tighter. When people spend less time browsing, you can’t rely on them stumbling onto good stuff buried in the stacks. Now we front-load the interesting arrivals, create curated sections that change weekly, put staff picks in prominent positions. Make it easier for someone to find something worth buying in 20 minutes instead of requiring an hour-long dig.

What Other Shops Are Doing

I talk to other record store owners around Melbourne and Australia fairly regularly. Everyone’s dealing with the same patterns and adapting in similar ways, with some creative variations.

A shop in Brisbane has gone hard on subscription models. Monthly vinyl club where you pay $50-80 and get a curated record based on your taste profile. It guarantees revenue, creates committed customers, and gives them permission to be opinionated about what people should listen to. They’ve got maybe 200 subscribers now, which is a solid base.

A Sydney shop extended into coffee and became a cafe-record store hybrid. They were already making coffee for customers who wanted it; now it’s a revenue stream. People come in for coffee and stay to browse records, or come for records and stay for coffee. It’s changed the vibe – less pure temple-of-vinyl, more community hangout – but it’s working financially.

Some shops have doubled down on niche expertise. Instead of trying to stock everything, they focus on jazz, or metal, or Australian indie, or reissues, and become the definitive destination for that category. When foot traffic’s more intentional and less browse-driven, being the specialist makes sense. People come specifically because you’re the metal vinyl authority, not because you’re a general record store that might have what they want.

Mail order has grown for everyone. Not as a replacement for in-store sales but as a parallel revenue stream. Australian collectors buy from other Australian shops via mail. International collectors discover Australian shops through Discogs or Instagram and order remotely. It’s filling some of the revenue gap from reduced casual foot traffic.

The Shops That Didn’t Make It

Not everyone adapted. Melbourne’s lost maybe a third of its independent record stores since 2020. Some closed during lockdowns and never reopened. Others reopened but couldn’t adjust to changed patterns and bled out slowly over a couple years.

The shops that failed tended to have one or more of these issues: locked into expensive long-term leases in locations that depended on office worker foot traffic, refused to do any online presence, didn’t adjust hours or staffing to match new patterns, or just ran out of financial runway before patterns stabilized.

There’s also been consolidation. A couple of the bigger independent chains bought out smaller shops or absorbed their inventory when they closed. You’ve got fewer shops overall but the ones remaining are slightly larger and more established. Whether that’s good or bad for vinyl culture depends on your perspective.

What This Means Going Forward

I don’t think foot traffic patterns are going to revert to pre-2020 norms. Remote and hybrid work seems permanent for a significant chunk of the workforce, which means weekday traffic will stay relevant. The fragmentation of shopping behavior across the week instead of concentrating on weekends is probably permanent too.

Record stores that survive will be the ones that treat foot traffic as one data stream among several – online orders, event attendance, social media engagement, mail order sales. Physical retail is still the core, but it’s not the only thing that matters. The shops clinging to a pure walk-in model are going to struggle.

Experiential retail matters more now. You can buy records online easily. The reason to visit a physical store is for the experience – talking to knowledgeable staff, discovering something unexpected, being part of a community of people who care about music. Shops that create that experience will thrive. Shops that are just warehouses of vinyl won’t.

Location matters differently than it used to. Being on a busy street with high rent made sense when foot traffic was driven by people walking past. Now you can be slightly off the main drag, pay less rent, and rely on people coming specifically because they want records. The economics shift in favor of cheaper locations with committed customers over expensive locations with casual passersby.

For Spank Records specifically, we’re in okay shape. We own our space, so rent’s not crushing us. We’ve adapted hours and staffing to match new patterns. We’ve got a loyal customer base that’s stuck with us. The online inventory thing’s working. Events are bringing people in. I’m not getting rich but I’m surviving, which is more than some shops can say.

The record store business has always been marginal. You do it because you love it, not because it’s a path to wealth. The pandemic and its aftermath made it even more marginal, but for shops willing to adapt, there’s still a viable model. Just not the same model we were running in 2015, and that’s okay. Better to change and survive than cling to nostalgia and close.