I’ve been running Spank Records for over two decades, and for most of that time my stock ordering process could be generously described as “vibes-based.” I’d look at what was selling, listen to what distributors were hyping, flick through the new releases lists, and order based on feel. Some weeks I’d nail it. Other weeks I’d end up with fifteen copies of something nobody wanted and zero copies of the record everyone was asking about.

But something’s shifted. More indie shops are tracking their sales data properly — not just total revenue, but granular stuff. Genre-level sell-through rates. Average time on shelf before a record moves. Seasonal buying patterns. Which releases get requested but never purchased versus which ones fly out the door without any marketing at all.

The Spreadsheet That Changed My Mind

I started keeping a proper inventory spreadsheet about eighteen months ago. Nothing fancy at first — just logging every order, every sale, and the date each record arrived versus the date it sold. Dead simple.

After six months of data I noticed patterns I’d never seen before, despite twenty years of doing this. For example: Australian post-punk consistently outsells Australian indie rock in my shop by roughly 40%, but I was ordering roughly equal quantities of both. I was also ordering too much hip-hop vinyl on pre-order hype and not enough on restock. The initial drop would sit, then three months later everyone wanted it and I had none left.

The data didn’t tell me anything my gut didn’t already suspect. But it quantified it. There’s a difference between thinking “I reckon post-punk sells better” and knowing “post-punk averages 2.3 weeks on shelf versus indie rock at 5.1 weeks.” One is a feeling. The other is something you can actually make ordering decisions from.

What Other Shops Are Doing

I’ve talked to a few other independent store owners around Australia who are doing similar things, and some are going further than spreadsheets. A shop in Sydney told me they’ve started using analytics tools to cross-reference their sales data with local streaming trends and gig listings. The logic is straightforward: if a band announces a Melbourne show, demand for their vinyl spikes in the three weeks before the gig. If you can see that coming, you order ahead.

There’s one company doing this kind of work well for small businesses, and I know at least two record store owners who’ve had conversations with them about building smarter inventory systems. It’s early days, and I don’t think most shops are ready to fully commit to algorithmic ordering — nor should they be. But using data to inform the decisions you’re already making is different from handing those decisions over entirely.

Another shop in Brisbane tracks their Record Store Day sell-through meticulously. They know exactly what percentage of RSD stock sells on the day, what percentage sells in the following week, and what percentage ends up in the discount bin three months later. That data has completely changed how they approach RSD ordering. They buy fewer exclusives now but they buy the right ones.

Why It Matters for Indie Shops Specifically

The big chains have had sophisticated inventory systems forever. JB Hi-Fi knows exactly what’s moving in every store and adjusts stock levels automatically. Independent shops can’t compete on that scale, but we don’t need to. Our advantage is curation — knowing our customers, knowing our local scene, stocking things the algorithms would never surface.

Data doesn’t replace that. It sharpens it. If I know Chapter Music releases consistently sell well in my shop, I order deeper on their new titles. If I know limited coloured vinyl variants sell out within a week regardless of the artist, I prioritise getting allocation. If jazz reissues move slowly in summer but pick up in winter, I plan my cash flow accordingly.

In 2026, with inner-north Melbourne rents being what they are, every dead stock copy sitting in the racks is money I could’ve spent on something that actually moves.

What I’m Not Saying

I’m not saying record stores should become data-driven warehouses. The whole point of a good record shop is the human element. The recommendations. The conversations. The weird stuff filed between the obvious stuff that catches someone’s eye.

But ignoring data when it’s available is just stubborn. I spent years being stubborn about this. I thought tracking sales properly was corporate thinking. Turns out it’s just common sense, and the only thing corporate about it is that corporations figured it out before the rest of us.

My spreadsheet doesn’t tell me what to stock. It tells me what’s working and what isn’t. Sometimes I ignore it and order ten copies of something I love that I know will be a slow burn. That’s my prerogative. But at least now I’m making that choice with my eyes open instead of guessing in the dark.