Retail Intelligence Snapshot
|Week of 10–17 Mar 2026
This Period's Primary Finding
Womenswear draws 38% of all store traffic but converts at only 8.1% — 4.5pp below the network average. Fitting room congestion at Bangkok Central is compounding the drop-off, with an estimated 34 lost transactions per evening.
Critical Signal
Bangkok Central fitting room wait times exceed 15 min at peak
22% abandonment rate at this threshold
View Fitting RoomsOpportunity
Accessories & Bags converts 2.3× above store average
Replicating its layout in Womenswear could add +3.2pp
View Zone MapPositive Trend
Fitting room use up +13pp over 4 weeks — intent is rising
Repeat visitor rate also up +1.5% this period
View Traffic AnalysisTOTAL TRAFFIC
124,320
Growth is healthy, but not yet translating proportionally into conversion
REPEAT RATE
21.4%
Loyalty signal improving modestly — repeat shoppers convert 2.1× more
AVG DWELL TIME
18.4m
Longer dwell is not consistently converting — engagement friction present
CONVERSION RATE
12.6%
Slight softness suggests operational or merchandising friction at checkout
Intelligent Next Step
High-traffic categories are under-converting — due to zone friction and fitting-room bottlenecks
Womenswear draws 38% of all store traffic but converts at only 8.1% — 4.5pp below the network average. Fitting room congestion at Bangkok Central is compounding the drop-off, with an estimated 34 lost transactions per evening.
Store Traffic Journey
Where store traffic converts — and where it drops off
Each stage shows retained volume from total entry traffic
Key Drop-off
58.2% of engaged shoppers do not proceed to fitting rooms
This is the largest single point of value leakage in the purchase journey.
Traffic Demand Curve
Peak traffic is shifting later — staffing windows should follow
Congestion has moved from 5–7pm to 6–8pm across Jakarta stores
Staffing Misalignment
Congestion has shifted from 5–7pm to 6–8pm — staffing windows have not yet adapted
Aligning service capacity with actual demand could reduce abandonment risk across Jakarta stores.
Store Prioritisation Matrix
Network performance split — where to intervene and where to replicate
Where to Act Now
High traffic · Low conversion| Store | Traffic | Conv. | Signal |
|---|---|---|---|
Bangkok Central High traffic · Low conversion | 30,020 | 8.1% | Critical |
Jakarta Senayan High traffic · Low conversion | 25,600 | 9.3% | Critical |
Surabaya Tunjungan High engagement · Low sales | 21,800 | 9.8% | Critical |
Phuket Festival Moderate traffic · Below target | 18,200 | 10.4% | Review |
Chiang Mai Central Low engagement · Conversion lag | 14,600 | 10.9% | Review |
Top 5 Performing
High engagement · Strong sales| Store | Traffic | Conv. | Status |
|---|---|---|---|
Jakarta GI Benchmark store | 28,400 | 14.2% | On Track |
Bali Beachwalk Benchmark store | 22,100 | 13.8% | On Track |
Bangkok Siam Benchmark store | 19,400 | 15.1% | On Track |
Bandung Paris Van Benchmark store | 16,800 | 13.2% | On Track |
Surabaya Galaxy Benchmark store | 15,200 | 12.7% | On Track |
Key Insights
Interactive displays generate 2.3× more engagement
Zones with guided product experiences consistently outperform static displays across all five stores.
Fitting room friction is eroding conversion
Bangkok Central's 15min+ wait times correlate directly with its 8.1% conversion rate — the lowest in the network.
Peak demand window has shifted by one hour
Congestion now peaks 6–8pm, not 5–7pm. Staffing schedules have not yet adapted to this shift.
Strategic Recommendations
Expand fitting room capacity and staff coverage to Womenswear and Menswear
Estimated +3.2pp conversion uplift based on Accessories & Footwear zone benchmark
Open overflow fitting rooms at Bangkok Central during 6–9pm
Reduces wait time below 5min threshold — critical for conversion recovery
Shift staffing peak window from 5–7pm to 6–8pm across Jakarta
Aligns service capacity with actual demand — reduces abandonment risk