Our intelligent recommendation engine analyzes your inventory, identifies catalog gaps, and scores every marketplace product against your store's unique profile. It even surfaces sponsored products where you earn commission on every click.
AI
Powered Engine
0–100%
Match Score
$0
Extra Cost
Intelligent Analysis
The recommendation engine doesn't just match keywords — it understands your store's identity, detects what's missing, and surfaces products that actually belong in your catalog.
Our AI analyzes your entire product catalog — categories, price ranges, product types, and customer patterns — to build a comprehensive profile of your store's identity.
The engine identifies missing categories and underserved segments in your catalog. If your competitors carry it and you don't, the AI flags it as a growth opportunity.
Every recommended product receives an AI-generated match score (0–100%) based on category overlap, gap-filling potential, price alignment, and product type compatibility with your existing inventory.
Recommendations evolve as your inventory changes. Add a product, subscribe to a new supplier, or shift your focus — the AI recalibrates in real time.
Every recommendation comes with clear, human-readable explanations. "Fills gap in Kitchen category," "Price aligned at $149," "Matches your best-selling product type."
See which suppliers align best with your store profile. The AI surfaces supplier-level insights so you can make informed subscription decisions.
How It Works
Four AI-driven steps that continuously evolve as your inventory changes.
The recommendation engine analyzes every product in your store — categories, pricing, product types, and sales patterns.
A comprehensive store profile is built: top categories, average price point, product type distribution, and catalog gaps.
Every available product across all suppliers is scored against your profile. Category matches, gap fillers, and price-aligned items rise to the top.
Your personalized feed shows the highest-scored products first, alongside sponsored products where you earn commission for every click.
AI Match Scoring
The AI evaluates multiple dimensions to produce a single, actionable match score for every marketplace product.
Product belongs to a category you already sell in
Product fills a category missing from your store
Product price falls within your store's typical range
Same product type as your existing inventory
Supplier carries other products you already sell
70–100%
Strong Match
40–69%
Good Fit
0–39%
Explore
Earn While You Browse
Suppliers promote products in your AI recommendation feed. Every time you click a sponsored product, you earn ad commission — passive revenue for discovering new products.
Merchants earn commission every time a sponsored product is clicked in their recommendation feed. It's passive revenue — no selling required.
Sponsored products are always clearly labeled. Your merchants know exactly what's promoted and how much they earn per interaction.
Only AI-relevant products appear as sponsored. Even with budget, a product won't be shown if it doesn't match the merchant's store profile.
Suppliers set their own cost-per-click and merchant commission rate. Higher commission = more visibility in merchant feeds.
Supplier creates a sponsored listing
Sets budget, CPC, and merchant commission rate
AI surfaces it in your recommendation feed
Labeled "Sponsored" with your commission visible
You click to explore — you earn commission
Your cut of the CPC is credited instantly
Sponsored products are always AI-filtered — they only appear if they match your store profile. You never see irrelevant promotions.
For Suppliers
Boost your products into merchant AI feeds. Pay per click. Set your own budget. Track everything.
Promote your products directly in merchant recommendation feeds. They see your product when they're actively looking for new inventory.
Real-time dashboards showing impressions, clicks, conversions, CTR, and total spend across all your campaigns.
You only pay when a merchant clicks. Set daily budgets, total caps, and cost-per-click. Full control over your ad spend.
Set the commission rate merchants earn per click. Higher rates mean more merchants show your product — a built-in incentive loop.
Your Command Center
The Product Intelligence dashboard gives you a real-time view of your inventory profile, catalog gaps, AI recommendations, and sponsored products — all in one place.
Why AI Matters
Stop scrolling through catalogs hoping to find the right products. Let our AI do the work.
| Manual Browsing | Lesuto AI Engine | |
|---|---|---|
| Discovery Method | Scroll through catalogs | AI-scored recommendations |
| Gap Detection | Guesswork | Automated category analysis |
| Match Quality | Based on intuition | 0–100% scored with reasons |
| Time to Find | Hours of browsing | Instant, always updated |
| Sponsored Revenue | None | Earn commission per click |
| Adapts to Changes | Manual re-evaluation | Real-time recalibration |
| Cost | Your time | Free — included in platform |
Our AI recommendation engine is free for all merchants. Start discovering products that match your store, fill your catalog gaps, and earn commission from sponsored listings — all powered by intelligence, not guesswork.
Get Started Free