Enterprise AI Recommendation & Personalization Engine

Amazon Personalize · Netflix-grade · Flipkart Discovery · 100M+ users · Sub-second response · Event-driven

ENTERPRISEAI POWERED● LIVEVECTOR DB READY
🏗️

Recommendation Pipeline Architecture

EVENT DRIVEN
👤Buyer Signal
→
📨Kafka Event
→
🗄️Feature Store
→
🧠AI Models
→
⚖️Ranking Engine
→
⚡Redis Cache
→
🔍OpenSearch
→
🔮Vector DB
→
📡Widget API
→
🛍️Buyer UI
🎯+2.1%

18.4%

Recommendation CTR

💰+0.9%

6.8%

Conversion Rate

📈+12%

₹2.4Cr

Revenue Generated

⚡3 new

14

Active Widgets

👥Today

8.4M

Users Served

🧠+1.3%

94.2%

AI Model Accuracy

⏱️-12ms

48ms

Avg Response Time

🪔2 live

7

Festival Campaigns

🧠

Context-Aware Recommendation Engine

LIVE
🕐Time

10:30 AM

📅Day

Thursday

🪔Festival

Diwali (12 days away)

🌿Season

Post-Monsoon

🌤️Weather

Partly Cloudy, 28°C

📍

Hyperlocal Priority Engine

Currently serving: 400001 · Mumbai · Maharashtra
Same Pincode
↓
Same City
↓
Same District
↓
Same State
↓
Nearest State
↓
Pan India
🔗

Active Recommendation Sources

🛒

Purchase History

47 orders

👁️

Browsing History

234 views

❤️

Wishlist

18 items

🛍️

Cart Activity

5 items

🏪

Followed Stores

12 stores

📂

Favourite Categories

6 categories

🔍

Search History

89 searches

🕐

Recently Viewed

23 products

📈

Trending Products

Real-time

🪔

Festival Trends

Diwali active

📍

Local Trends

Mumbai

▶️

Continue Shopping

PERSONALIZED

Pick up where you left off · Source: Browsing History

Continue
Silver stainless steel pressure cooker with lid and safety valve

Prestige Pressure Cooker 5L

₹899₹1,29931% off
★ 4.5(2,847)
Kitchen World✓
LOCALToday
📍 2.1 km
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Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

₹3,499₹5,99942% off
★ 4.7(1,203)
Sports Hub✓
LOCALTomorrow
📍 4.5 km
Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
🔄

Buy Again

REPEAT

Products you love, reorder easily · Source: Purchase History

Buy Again
Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

₹3,499₹5,99942% off
★ 4.7(1,203)
Sports Hub✓
LOCALTomorrow
📍 4.5 km
Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
Festival
Vibrant red and gold Banarasi silk saree with intricate zari work

Banarasi Silk Saree

₹2,499₹4,50044% off
★ 4.6(892)
Varanasi Silks✓
LOCAL2 Days
📍 8.2 km
👁️

Recently Viewed

RECENT

Products you checked out · Source: Browsing History

Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
Festival
Vibrant red and gold Banarasi silk saree with intricate zari work

Banarasi Silk Saree

₹2,499₹4,50044% off
★ 4.6(892)
Varanasi Silks✓
LOCAL2 Days
📍 8.2 km
Near You
Green Himalaya neem face wash tube on white background

Himalaya Face Wash 150ml

₹89₹12026% off
★ 4.4(34,210)
Beauty Store
LOCALToday
📍 0.8 km
✨

Recommended For You

AI PICKS

AI-curated just for you · Source: AI + Behaviour

Continue
Silver stainless steel pressure cooker with lid and safety valve

Prestige Pressure Cooker 5L

₹899₹1,29931% off
★ 4.5(2,847)
Kitchen World✓
LOCALToday
📍 2.1 km
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Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

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Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
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Today
📍 3.8 km
📍

Trending Near You

HYPERLOCAL

What your neighbours are buying · Source: Hyperlocal Intelligence

Continue
Silver stainless steel pressure cooker with lid and safety valve

Prestige Pressure Cooker 5L

₹899₹1,29931% off
★ 4.5(2,847)
Kitchen World✓
LOCALToday
📍 2.1 km
Buy Again
Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

₹3,499₹5,99942% off
★ 4.7(1,203)
Sports Hub✓
LOCALTomorrow
📍 4.5 km
Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
🏙️

Trending In Mumbai

CITY

Most popular in your city · Source: City Trends

Buy Again
Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

₹3,499₹5,99942% off
★ 4.7(1,203)
Sports Hub✓
LOCALTomorrow
📍 4.5 km
Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
Festival
Vibrant red and gold Banarasi silk saree with intricate zari work

Banarasi Silk Saree

₹2,499₹4,50044% off
★ 4.6(892)
Varanasi Silks✓
LOCAL2 Days
📍 8.2 km
🗺️

Trending In Maharashtra

STATE

Top picks across your state · Source: State Trends

Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
Festival
Vibrant red and gold Banarasi silk saree with intricate zari work

Banarasi Silk Saree

₹2,499₹4,50044% off
★ 4.6(892)
Varanasi Silks✓
LOCAL2 Days
📍 8.2 km
Near You
Green Himalaya neem face wash tube on white background

Himalaya Face Wash 150ml

₹89₹12026% off
★ 4.4(34,210)
Beauty Store
LOCALToday
📍 0.8 km
🇮🇳

Trending Across India

PAN INDIA

What India is buying right now · Source: National Trends

Continue
Silver stainless steel pressure cooker with lid and safety valve

Prestige Pressure Cooker 5L

₹899₹1,29931% off
★ 4.5(2,847)
Kitchen World✓
LOCALToday
📍 2.1 km
Buy Again
Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

₹3,499₹5,99942% off
★ 4.7(1,203)
Sports Hub✓
LOCALTomorrow
📍 4.5 km
Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
🪔

Festival Picks

DIWALI

Diwali special recommendations · Source: Festival Calendar

Continue
Silver stainless steel pressure cooker with lid and safety valve

Prestige Pressure Cooker 5L

₹899₹1,29931% off
★ 4.5(2,847)
Kitchen World✓
LOCALToday
📍 2.1 km
Buy Again
Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

₹3,499₹5,99942% off
★ 4.7(1,203)
Sports Hub✓
LOCALTomorrow
📍 4.5 km
Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
⚡

Flash Deals

FLASH

Ends in 2h 34m — grab them now · Source: Promotion Engine

Buy Again
Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

₹3,499₹5,99942% off
★ 4.7(1,203)
Sports Hub✓
LOCALTomorrow
📍 4.5 km
Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
Festival
Vibrant red and gold Banarasi silk saree with intricate zari work

Banarasi Silk Saree

₹2,499₹4,50044% off
★ 4.6(892)
Varanasi Silks✓
LOCAL2 Days
📍 8.2 km
❤️

Most Loved Products

TOP RATED

Highest rated by verified buyers · Source: Ratings & Reviews

Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km
Festival
Vibrant red and gold Banarasi silk saree with intricate zari work

Banarasi Silk Saree

₹2,499₹4,50044% off
★ 4.6(892)
Varanasi Silks✓
LOCAL2 Days
📍 8.2 km
Near You
Green Himalaya neem face wash tube on white background

Himalaya Face Wash 150ml

₹89₹12026% off
★ 4.4(34,210)
Beauty Store
LOCALToday
📍 0.8 km
💰

Best Deals For You

DEALS

Maximum savings on your wishlist · Source: Wishlist + Pricing

Continue
Silver stainless steel pressure cooker with lid and safety valve

Prestige Pressure Cooker 5L

₹899₹1,29931% off
★ 4.5(2,847)
Kitchen World✓
LOCALToday
📍 2.1 km
Buy Again
Red and white Nike Air Max running shoes on white background

Nike Running Shoes Air Max

₹3,499₹5,99942% off
★ 4.7(1,203)
Sports Hub✓
LOCALTomorrow
📍 4.5 km
Trending
Golden yellow turmeric powder in a glass jar with wooden spoon

Organic Turmeric Powder 500g

₹149₹19925% off
★ 4.8(5,621)
Organic India✓
LOCALToday
📍 1.2 km
Flash Deal
White wireless earbuds in charging case on dark background

BoAt Airdopes 141 Earbuds

₹999₹2,99967% off
★ 4.3(18,420)
Electronics Zone✓
Today
📍 3.8 km