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Retailers turn to AI to keep customers as acquisition costs bite

Tom Mercer by Tom Mercer
November 5, 2026
in Enterprise
0
Sydney (AU), George Street, General Post Office -- 2019 -- 3576.jpg

Photo: Dietmar Rabich / Wikimedia Commons (CC BY-SA 4.0)

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For most of the past decade, growth in Australian retail was a numbers game won at the top of the funnel. Spend enough on digital ads, discount hard during the big sales events, and the new customers would arrive. That formula is breaking down, and the industry is starting to redraw its priorities around a less glamorous but more durable idea: the customer you already have is cheaper to keep than the one you are trying to buy.

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That shift sits at the heart of new industry analysis reported this week by IT Brief Australia, which found that rising customer acquisition costs are pushing local retailers to deploy artificial intelligence less for flashy front-of-house gimmicks and more for the unglamorous work of retention and productivity. As retailers sharpen their growth targets for 2027, the message is that AI is being recast as a tool for defending margins rather than simply chasing reach.

Why acquisition got so expensive

The economics here have been building for years. The cost of acquiring a new customer online has risen steadily as the major advertising platforms matured, privacy changes eroded the precision of digital targeting, and more brands competed for the same finite attention. A shopper lured in by a one-off discount is also the shopper most likely to leave for the next discount, which means the money spent winning them often never earns its keep.

Against that backdrop, retention stops being a soft metric and becomes a hard financial lever. Lifting repeat purchase rates by even a few percentage points can do more for the bottom line than a far larger and far more expensive lift in new customers. Artificial intelligence is attractive precisely because it operates at the scale and speed that retention requires: parsing purchase histories, predicting who is about to lapse, personalising offers to individuals rather than broad segments, and automating the service interactions that so often decide whether a customer stays or walks.

The productivity angle matters just as much. Australian retailers are operating in a cost environment that has been punishing, with wage pressure, energy bills and rent all climbing while consumers stay cautious. AI applied to demand forecasting, inventory management, rostering and back-office administration promises to take cost out of the business without taking service away from the customer. For a sector that runs on thin margins, that combination of better retention and leaner operations is the pitch that gets a board’s attention.

Two ways to read the trend

Supporters of the shift argue it reflects a maturing of how retailers think about technology. The early wave of retail AI leaned heavily on novelty, with chatbots and recommendation widgets bolted onto websites to look modern. The newer thinking treats AI as plumbing: embedded in loyalty programs, service desks and supply chains, where it quietly compounds value rather than demanding attention. On this view, pointing AI at retention is simply the industry finally spending its technology budget where the returns actually live.

The sceptics are not persuaded it will be that tidy. Personalisation at scale depends on large volumes of customer data, and every new use of that data raises questions about consent, security and how comfortable shoppers really are with being predicted. There is also a real risk of over-automation, where a service experience that feels efficient to a spreadsheet feels cold to a human being and quietly drives loyalty in the wrong direction. And there is the uncomfortable truth that productivity gains in retail often translate into fewer roles, a sensitivity that is especially acute in a sector that remains one of the country’s largest employers.

The Australian stakes

Retail is not a sideshow in the Australian economy. It is one of the largest private-sector employers in the country, a significant share of household spending flows through it, and its fortunes are a reliable barometer of consumer confidence. When retailers change how they invest in technology, the effects ripple well beyond the shop floor, touching logistics operators, software vendors, marketing agencies and the hundreds of thousands of people the sector employs.

The local context also makes the retention focus more pressing than it might be elsewhere. Australia’s consumer market is comparatively small and concentrated, dominated by a handful of large chains alongside a long tail of independents, which limits how much any single retailer can grow simply by acquiring new buyers. Geography adds freight and fulfilment costs that overseas competitors with denser markets do not carry. And the regulatory backdrop is tightening, with reforms to the Privacy Act progressing and consumer expectations around data handling rising, so any retention strategy built on personal data has to be built carefully if it is not to become a liability.

There is a sovereignty question lurking here too. Much of the AI capability retailers are reaching for is delivered by global platforms and cloud providers, which means Australian retailers are increasingly dependent on offshore technology for a function as sensitive as managing their own customer relationships. For smaller operators in particular, the cost and complexity of doing this well could widen the gap between the chains that can afford serious AI investment and the independents that cannot, reshaping the competitive landscape in the process.

What’s next

The 2027 horizon referenced in the analysis is telling. It signals that retailers are treating this as a multi-year build rather than a quick experiment, with growth targets now being set on the assumption that AI-driven retention and productivity will do some of the heavy lifting. That raises the stakes on execution. Retailers that integrate AI thoughtfully into the parts of the business where it genuinely compounds value stand to pull ahead, while those that chase it as a trend risk spending money on tools that neither keep customers nor cut costs.

The real test will be whether shoppers notice the difference, and whether they like it. Retention, after all, is not won in a dashboard. It is won in the lived experience of being a customer: the delivery that arrives on time, the service query that gets resolved without friction, the offer that feels relevant rather than intrusive. If Australian retailers can use AI to make those moments better, the investment will justify itself. If they use it to strip cost at the expense of the experience, they may find they have automated their way straight into the churn they were trying to prevent.

Sources: IT Brief Australia

Tags: AICustomer RetentionEnterpriseNationalproductivityReportsRetail
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Tom Mercer

Tom Mercer

Tom covers enterprise AI adoption, government and policy for FluentSea.

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