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South KoreaRetail and e-commerce2017 – ongoing

Shinsegae

S-Mind personalized shopping recommendations

Shinsegae used S-Mind to personalize shopping for about 5 million customers

In progressCompany's own claim

Problem

Shinsegae Department Store sought to tailor shopping information to customers with different purchasing habits and product preferences.

Approach

The retailer introduced its S-Mind AI customer-analysis system in 2017. It analyzed online and offline purchase histories alongside purchase frequency and average basket size. Preferred categories and store-use patterns also informed tailored product recommendations.

Results

about 5 millioncustomers covered by S-Mind shopping personalization, as reported in Shinsegae's deployment accountCompany's own claim[1]

Takeaway

The system used purchase behavior across physical and online channels. The disclosed customer count described its reach rather than incremental sales.

Categories

Business function
Marketing and sales
Innovation type
Process innovation
Evidence
Company's own claim

Sources

Source summaries

[1]The Kyunghyang Shinmun2 Sep 2026

The Kyunghyang Shinmun described S-Mind as an AI customer-analysis system introduced in 2017. It reported personalization for about 5 million customers using purchase records and shopping patterns.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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