High Impact Industries
Skincare & Cosmetics
460
Hair Care Products
445
Salon Chains
387
Spa & Wellness Services
351
Organic Beauty Brands
338
If the trend continues, Skincare & Cosmetics and Hair Care Products will remain dominant, likely surpassing 480–500 daily transactions. Salon Chains and Spa & Wellness Services are growing steadily and may reach 400+, while Organic Beauty Brands is expected to rise toward 360–380 transactions.
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Leading Fraud Triggers
Location Anomaly
568
Fake Accounts
459
Device Spoofing
278
Unusual Transactions
579
Account Takeover
625
Account Takeovers (625) and Unusual Transactions (579) are key threats, with Location Anomalies (568) and Fake Accounts (459) supporting fraudulent access patterns. Device Spoofing (278) suggests masking tools are in use.
Risk Variations by Transactions
Moderate waves in fraud risk suggest sporadic attempts. If trends remain, regular behavioral analysis will help prevent any escalation into high-risk scenarios.
Fraud Source by Payment Method
UPI
Credit Card
Debit Card
Wallets
Bank Transfers
Wallets (552) and Credit Card (479) show the most significant fraud risk, pointing to potential abuse of stored value and card credentials.
UPI (441) is also a concern, indicating general digital payment risk.
Bank Transfers (136) and Debit Card (53) have lower risk, but require vigilance.
Focus on secure wallet practices and robust credit card fraud detection.
