Recommenders & Recommerce EngineSAR Co-Occurrence MatrixDead Stock Liquidation
AI Recommenders & B2B Recommerce Studio
Smart Adaptive Recommendations (SAR) for quotation cross-selling, dynamic B2B pricing, surplus inventory liquidation, and repeat purchase prediction.
Select Primary Quotation Item (Seed Input)
The SAR engine calculates co-occurrence probabilities, Jaccard similarity, and purchase lift to find highest-converting add-on bundles.
Industrial Brass Hex Fasteners (M8 x 40mm)PRODUCT
SKU: PRD-FAST-01 · HSN: 7318 · GST Rate: 18%
Base Unit Price
₹45 / NOS
AI Predicted Co-Purchased Bundles (SAR Output)
⭐ 75% Match Affinity1.65x Purchase Lift
Electrolytic Copper Busbar Strips (10mm x 50mm)
99.9% pure electrolytic tough pitch copper conductivity busbars.
SAR Insight: High affinity within Industrial Supplies cluster.
Historical Co-purchases:12 orders
Standalone: ₹550
₹506
⭐ 67% Match Affinity1.65x Purchase Lift
SS-304 Heavy Duty Flanged Ball Valve (2 Inch)
Investment cast stainless steel ball valve with PTFE seals, 150# class.
SAR Insight: High affinity within Industrial Supplies cluster.
Historical Co-purchases:10 orders
Standalone: ₹3,200
₹2,944
⭐ 59% Match Affinity1.65x Purchase Lift
5-Axis CNC Precision Milling & Turning Job Work
Precision component machining with tolerance within +/- 5 microns.
SAR Insight: High affinity within Industrial Services cluster.
Historical Co-purchases:8 orders
Standalone: ₹1,200
₹1,104
⭐ 51% Match Affinity1.65x Purchase Lift
Quarterly Machinery Preventive Maintenance (AMC)
Scheduled calibration, lubrication, and vibration analysis retainer.
SAR Insight: High affinity within Industrial Services cluster.
Historical Co-purchases:6 orders
Standalone: ₹15,000
₹13,800