Shopping that speaks your language

Say what you want to buy. Toraken AI understands your intent and gives reasoned recommendations from trusted retailers. Find fast, choose right - with control.

2.5M+
Products
Across 500+ categories
2000+
Products Per Search
Real-time comparison across vendors
1
Native Query from Any Language
Auto-localized to each vendor's native query
Toraken AI Shopping Assistant - Live Interface
Product Search Results

Connecting with major retailers

One question, instant solutions

From recipe ingredients to gift bundlesβ€”Toraken AI handles complex shopping in seconds

From question to cart in seconds

Toraken AI orchestrates multiple intelligent systems to understand what you mean, find the best matches across retailers, and present results perfectly

One question β†’ Complete shopping solution
1
πŸ’¬

You Ask Naturally

Type or speak your question in any language. "I want to cook bibimbap tonight" or "TΓ΄i muα»‘n nαΊ₯u phở" - Toraken understands context, not just keywords.

🌍 Multi-language β€’ 🎯 Intent detection β€’ πŸ“ Location aware
βœ“ No keyword guessing needed
β†’
2
🧠

AI Understands Intent

Toraken identifies you want to cook, breaks down the recipe into ingredients (rice + vegetables + meat + sauce), and generates native search terms for each vendor.

πŸ”€ Language translation β€’ 🏷️ Category mapping β€’ πŸ”‘ Keyword generation (5-15 per item)
βœ“ Understands MEANING, not just words
3
🌏

Smart Region Routing

Based on your location, Toraken routes to the right region (VN: 3 vendors, KR: 2 vendors) and prioritizes nearest stores with available inventory.

πŸ“ Vietnam: WinMart β€’ Coopmart β€’ Lotte Mart
πŸ“ Korea: Naver Shopping β€’ Coupang
βœ“ Fastest delivery from closest stores
Dual Search Strategy (Automatic Selection)
⚑
Fast Mode: Direct Search
Queries vendor APIs directly with generated keywords. Parallel calls to all stores, cached results. Perfect for known products.

Speed: ~2-3 seconds
Volume: 50-100 products per query per vendor
🎯
Deep Mode: Category Intelligence
Fetches vendor category trees, selects most relevant categories, then retrieves all products. AI validates each match. Best for complex queries.

Speed: ~6-8 seconds
Depth: Analyzes 1000+ products across categories
4
πŸ”

Parallel Multi-Vendor Search

For bibimbap recipe with 10 ingredients: 10 queries Γ— 3 vendors = 30 parallel API calls. Each returns 50-100 products. Total: ~1,200+ products analyzed in real-time.

⚑ Parallel processing β€’ πŸ”„ Real-time data β€’ πŸ“Š 50-100 products per query
βœ“ Searches all stores in time of one
β†’
5
✨

Smart Selection & Ranking

AI validates each product matches your need, then ranks by: nearest location, newest arrivals, best price (unless you asked for premium), and availability.

🎯 Relevance scoring β€’ πŸ“ Location priority β€’ πŸ’° Price sorting β€’ ⭐ Quality signals
βœ“ Only see products that truly match
6
πŸ“±

Adaptive Layout Selection

AI chooses the best presentation format based on your intent:
β€’ Single layout: All cards on one page (for shopping lists)
β€’ Comparison: Side-by-side for product vs product
β€’ Multi-row: Grouped by brand/category in slides

πŸ“Š Layout optimization β€’ 🎨 Intent-based design β€’ πŸ“± Mobile-first
βœ“ Perfect format for your shopping goal
Dual Search Strategy (Automatic Selection)
⚑
Fast Mode: Direct Search
Queries vendor APIs directly with generated keywords. Parallel calls to all stores, cached results. Perfect for known products.

Speed: ~2-3 seconds
Volume: 50-100 products per query per vendor
🎯
Deep Mode: Category Intelligence
Fetches vendor category trees, selects most relevant categories, then retrieves all products. AI validates each match. Best for complex queries.

Speed: ~6-8 seconds
Depth: Analyzes 1000+ products across categories
4
πŸ”

Parallel Multi-Vendor Search

For bibimbap recipe with 10 ingredients: 10 queries Γ— 3 vendors = 30 parallel API calls. Each returns 50-100 products. Total: ~1,200+ products analyzed in real-time.

⚑ Parallel processing β€’ πŸ”„ Real-time data β€’ πŸ“Š 50-100 products per query
βœ“ Searches all stores in time of one
β†’
5
✨

Smart Selection & Ranking

AI validates each product matches your need, then ranks by: nearest location, newest arrivals, best price (unless you asked for premium), and availability.

🎯 Relevance scoring β€’ πŸ“ Location priority β€’ πŸ’° Price sorting β€’ ⭐ Quality signals
βœ“ Only see products that truly match
6
πŸ“±

Adaptive Layout Selection

AI chooses the best presentation format based on your intent:
β€’ Single layout: All cards on one page (for shopping lists)
β€’ Comparison: Side-by-side for product vs product
β€’ Multi-row: Grouped by brand/category in slides

πŸ“Š Layout optimization β€’ 🎨 Intent-based design β€’ πŸ“± Mobile-first
βœ“ Perfect format for your shopping goal
πŸŽ‰

Perfect Shopping Solution Delivered

Each ingredient in its own row, products from different vendors sorted by price/premium/newest. Compare instantly, choose your preferred store, add to cart.

10
Ingredients Found
1,200+
Products Analyzed
6-8s
Total Time
3
Stores Compared

Real Example: From Query to Cart

"I want to cook bibimbap tonight"
1
Instant Understanding (0.5s)
Toraken identifies: cooking intent, bibimbap recipe requirements, need for ingredient list. Breaks down into: rice, vegetables (spinach, carrots, mushrooms), beef, egg, gochujang sauce, sesame oil.
2
Multi-Vendor Query (2-3s)
Generates Korean search terms (μŒ€, μ‹œκΈˆμΉ˜, λ‹Ήκ·Ό, 버섯, μ†Œκ³ κΈ°, κ³„λž€, κ³ μΆ”μž₯, 참기름), sends to all vendors in parallel. Receives 1,200+ products across 10 ingredient categories.
3
Smart Validation & Ranking (2-3s)
AI validates each product matches bibimbap needs (e.g., Korean short-grain rice, not jasmine rice). Ranks by nearest store, availability, freshness date, and price.
4
Perfect Layout Presentation (1s)
Creates multi-row layout: each ingredient in separate row, products sorted by price. User sees complete recipe shopping list with best options from each vendor, ready to compare and purchase.

What traditional search can't solve

Your shoppers want to shop naturallyβ€”but keyword search forces them to think like a database

🎯

Intent-Driven Shopping, Not Keyword Guessing

60% of searches fail because shoppers use natural language but search expects exact keywords

β–Ό
Traditional Search
❌ "I want to cook pho" β†’ No results (needs "rice noodles beef herbs")
❌ Forces shoppers to guess your exact keywords
❌ 60% of searches fail = 60% lost revenue
VS
Toraken AI
βœ… "I want to cook pho" β†’ Returns 10 ingredients from YOUR catalog
βœ… Understands shopping intent, not just keywords
βœ… +18% conversion rate from better search results
🧩

Handles Complex Shopping Your Search Can't

40% of shoppers want recipes, bundles, meal plansβ€”but keyword search can't handle complex goals

β–Ό
Algolia, ElasticSearch
❌ "bibimbap ingredients" β†’ Shows random Korean products
❌ Can't understand recipe context or ingredient relationships
❌ Shoppers give up and go to competitors
VS
Toraken AI
βœ… "bibimbap ingredients" β†’ 10 specific ingredients from YOUR catalog
βœ… Understands recipes, bundles, meal planning context
βœ… Captures complex shopping intent that drives higher AOV
πŸ“±

Adaptive Layouts That Match Shopping Intent

One search results page for all queries = poor UX. AI selects optimal layout for each search type

β–Ό
Generic Search
❌ Same grid layout for "laptop" and "laptop vs desktop comparison"
❌ Poor UX for comparison shopping, recipe planning, gift bundles
❌ Shoppers can't easily compare or see relationships
VS
Toraken AI
βœ… "laptop vs desktop" β†’ Comparison table layout
βœ… "gift for mom" β†’ Curated selection layout
βœ… AI chooses optimal layout for each shopping intent
⚑

Live Inventory & Pricing, Not Yesterday's Data

Indexed search = stale prices, out-of-stock shown. Real-time queries = always accurate

β–Ό
ElasticSearch, Algolia
❌ Reindex every 1-6 hours = stale data
❌ Shows out-of-stock items, wrong prices
❌ Frustrated shoppers abandon carts
VS
Toraken AI
βœ… Real-time database queriesβ€”always current
βœ… Accurate inventory, pricing, availability
βœ… Shoppers trust resultsβ€”higher conversion
πŸš€

Production-Ready in Days, Not Months

Custom AI = 3-6 months implementation. Toraken = 7-10 days with standard API integration

β–Ό
Custom AI Solutions
❌ Need ML teams, infrastructure overhaul
❌ 3-6 months development time
❌ Complex setup, long development cycles
VS
Toraken AI
βœ… Powered by world-class AI (Gemini, OpenAI)
βœ… 7-10 days implementation with standard API
βœ… Fast deploymentβ€”no infrastructure overhaul required
60%
Search Failures
Traditional keyword search limitations
40%
Complex Queries
Recipes, bundles, meal planning
7-10
Days to Launch
Fast implementation
70%
Mobile Traffic
Optimized for natural language

Investment that pays for itself

Transparent pricing designed for large retailersβ€”ROI-focused with predictable costs

Keyword Intelligence
β‚« 50M
/ month base + usage

AI generates optimized search keywords from natural language queries. Use with your existing search engine.

100K
queries/month included
  • βœ“ Natural language β†’ keyword conversion
  • βœ“ 5-15 optimized keywords per query
  • βœ“ Intent classification (product/comparison/list)
  • βœ“ JSON API response format
  • βœ“ β‚«300 per query over 100K
  • βœ“ Minimal integration (1-2 days)
Schedule Demo
Adaptive Experience
β‚« 250M
/ month base + usage

Full AI-powered shopping experience with adaptive layouts optimized for maximum conversion.

100K
queries/month included
  • βœ“ All Smart Product Search features
  • βœ“ AI-selected adaptive layouts
  • βœ“ Comparison tables, single-pick, multi-row
  • βœ“ Intent-based UI optimization
  • βœ“ Guided shopping flows
  • βœ“ Merchandising rule integration
  • a
  • βœ“ β‚«1,500 per query over 100K
  • βœ“ Custom integration (15-30 days)
  • βœ“ Priority support + account manager
  • βœ“ Quarterly business reviews
Contact Sales

Real ROI Example: Average Large Retailer Scale in Vietnam

200K
Queries/Month
+2.5%
Conversion Lift
β‚«500K
Avg Order Value
12.5%
Search β†’ Purchase
Monthly queries 200,000
Searches leading to purchase (12.5%) 25,000
Additional conversions from +2.5% lift 625 orders
Additional revenue (625 Γ— β‚«500K) β‚«312,500,000
Toraken cost (Tier 2: β‚«120M + 100K Γ— β‚«800) - β‚«200,000,000
Net Monthly Benefit + β‚«112,500,000

ROI: 56% return on investment monthly | 1.8 month payback period

πŸ“‹ What's Included in All Plans

  • Setup & Integration Support: Dedicated technical team for smooth deployment
  • 99.9% Uptime SLA: Enterprise-grade reliability with redundancy
  • Security & Compliance: SOC 2 Type II, GDPR, Vietnam data residency options
  • Real-time Analytics Dashboard: Query volume, conversion tracking, performance metrics
  • Merchandising Controls: Campaign priority, margin rules, inventory preferences
  • Quarterly Updates: New features, model improvements at no extra cost

πŸ’° Volume Discounts

  • 500K+ queries/month: 15% discount on overage fees
  • 1M+ queries/month: 25% discount + custom enterprise pricing

πŸš€ Additional Services (Optional)

  • Discovery Workshop: β‚«50M one-time (2-day on-site strategy session)
  • Custom AI Training: β‚«30M/month (fine-tune on your product catalog)
  • White-label Solution: β‚«100M setup + β‚«20M/month (your branding)
  • Dedicated Infrastructure: Custom pricing (isolated cloud resources)

πŸ“ž Enterprise Support Tiers

  • Standard (Tier 1-2): Email + ticketing, 24h response, business hours
  • Priority (Tier 3): Phone + Slack, 4h response, extended hours
  • Premium (+β‚«30M/month): Dedicated account manager, 1h response, 24/7

Ready to transform your shopping experience?

Experience AI-powered shopping intelligence across Vietnam and Korea.

Try Live Demo β†’ Get in Touch