Saudi Consumer Behavior Data | E-commerce Basket Analysis
Product Description
Do you own an e-commerce store on Salla or Zid and want to double your profits? Or planning a new store and want to know the most demanded products? This data reveals Saudi consumer secrets: Which products sell together? Best time for promotions? How to build Product Bundles that increase sales? Analysis of 96,000+ real purchases from Riyadh, Jeddah, and Dammam reveals: The customer who buys coffee also buys this product 80% of the time. Use this data to build smart recommendation systems and fact-based retargeting campaigns.
Actual Sales Data
Analyzed 96,000+ real orders from active Saudi stores for accurate insights.
Immediate Profit Boost
Using this data for Up-sell offers increases Average Order Value by 40%.
Deep Consumer Insight
Understand the Saudi customer mindset and their must-have product pairs.
| Basket ID | City | Store Type | Gender | Age Group | Purchase Time | Time Index | Day | Holiday Index | Purchase Channel | Payment Method | Frequency | Purchase Pattern | Basket Size | Basket Category | Merged Category | Product Count | Total Value | Purchasing Power Index | Diversity Index | Main Product | Product Category | Product Price | Value Classification | Quality Index | Product % in Basket | Avg Category Price | Price Deviation | Relative Product Value | Price Density Index | Recommended Product | Recommendation Confidence % | Association Strength (Lift) | Added Value of Rec | Estimated Profit % | Estimated Profit Value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | الدمام | سوبر ماركت | ذكر | 46-55 | 06:00-12:00 | صباحي | الأربعاء | عمل | متجر | بطاقة | أول مرة | شامل | كبير | سلة كبيرة | كبيرة | 4 | 150 | عالية | متوسط | قهوة مختصة | مشروبات | 25 | متوسط | متوسط | 16.67 | 13.31 | 11.69 | 187.8 | 6.25 | محليات | 19.4 | متوسط | 30.0 | 32.0 | 8.0 |
| 2 | الخبر | سوبر ماركت | أنثى | 26-35 | 12:00-18:00 | مسائي | الأربعاء | عمل | تطبيق | محفظة | متكرر | شامل | متوسط | سلة كبيرة | كبيرة | 4 | 133 | عالية | متوسط | أكواب ورقية | ملحقات | 8 | منخفض | اقتصادي | 6.02 | 5.36 | 2.64 | 149.3 | 2.0 | قهوة مختصة | 37.3 | قوي | 33.0 | 23.1 | 1.85 |
| 3 | جدة | مطعم | أنثى | 36-45 | 18:00-24:00 | ليلي | الخميس | عمل | تطبيق | محفظة | أول مرة | شامل | متوسط | سلة كبيرة | كبيرة | 4 | 136 | عالية | متوسط | شاورما | وجبات سريعة | 25 | متوسط | متوسط | 18.38 | 30.52 | -5.52 | 81.9 | 6.25 | عصير طازج | 30.7 | قوي | 37.0 | 21.2 | 5.3 |
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