Saudi Consumer Behavior Data | E-commerce Basket Analysis
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| 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 |
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.
Detailed Column Definitions
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.
Data Features
- Highly accurate and verified database - all stores are confirmed 100% active and currently accepting orders.
- Data verified and complete before delivery
- Analysis of 96,000+ real purchases from Saudi stores
- Discover products that sell together (Smart Cross-selling)
- Increase Average Order Value (AOV) by 40%+ guaranteed
- Purchase behavior analysis by city, gender, and age
- Perfect for Salla, Zid, and any Saudi e-commerce store owners
Quality Assurance
Our database is highly accurate and verified. We confirm that 100% of the data is correct and complete.
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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Khaled Al-Mutairi
"The directory is amazing! I bought it and it really helped me a lot, worth every riyal."
Manal Al-Shehri
"Excellent and clearly organized dataset."
Abdulrahman Al-Sharif
"Effort worthy of thanks, very organized file."
Ehab Saleh
"Excellent! It made it very easy for us to reach target businesses directly."
Majed Al-Harbi
"Thank you for the quick support and professional file."
Turki Ali
"Highly accurate data, thank you for the continuous updates."
Abu Mohammad
"High credibility and instant download link right after payment."
Saud Al-Otaibi
"Very reasonable price considering the volume and quality of data."
Abdullah Bin Fahd
"Professional work that saves hundreds of hours of manual search."
Bandar
"I did not expect such high level of detail, thank you very much!"
Hoda A.
"Clean and well-organized file, great service and highly recommended."
Khaled Al-Mutairi
"The directory is amazing! I bought it and it really helped me a lot, worth every riyal."
Manal Al-Shehri
"Excellent and clearly organized dataset."
Abdulrahman Al-Sharif
"Effort worthy of thanks, very organized file."
Ehab Saleh
"Excellent! It made it very easy for us to reach target businesses directly."
Majed Al-Harbi
"Thank you for the quick support and professional file."
Turki Ali
"Highly accurate data, thank you for the continuous updates."
Abu Mohammad
"High credibility and instant download link right after payment."
Saud Al-Otaibi
"Very reasonable price considering the volume and quality of data."
Abdullah Bin Fahd
"Professional work that saves hundreds of hours of manual search."
Bandar
"I did not expect such high level of detail, thank you very much!"
Hoda A.
"Clean and well-organized file, great service and highly recommended."
Khaled Al-Mutairi
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