Cold start · AI validation

Trustworthy recommendations from product one

RecoKit generates and validates recommendations with AI — similar, complementary, and intent-based — without waiting months for sales data. Built for Shopify, PrestaShop, and CSV/API catalogs.

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Day 0Cold start
AIValidated
5 minSetup
Shopify PrestaShop CSV / API
Product page · RecoKit
No sales data used for this recommendation

Why RecoKit

Cold start solved, with validated recos

Unlike history-only apps, RecoKit understands your catalog and only surfaces relevant product pairs.

Native cold start

Recommendations from day one — no sales minimum, no learning period.

AI validation

Every candidate is scored and filtered by AI. You review and override in the dashboard.

Purchase intents

Similar, complementary, cross-sell, style — recos that match buying context.

Live in minutes

  1. 1

    Connect your catalog

    Shopify, PrestaShop, CSV import, or API.

  2. 2

    AI proposes & validates

    Multi-source discovery, LLM validation — only relevant pairs ship.

  3. 3

    Publish on your store

    Widget, marketplace feeds, or API.

RecoKit Expertise

Why choose us? See how our hybrid AI outperforms traditional solutions from day zero.

Generic Apps
$20-$40/mo
  • ✓ Purely historical (Simple similarity)
  • ✗ Relevance depends on the available history volume
  • ✗ Limited cross-sell without behavioral data
  • ✗ No Semantic or Visual AI
  • ✗ New products ignored (No Day-0)
RECOMMENDED
RecoKit
From $19/mo
  • ✓ 6-Source Hybrid AI
  • ✓ Similar & Complementary (Day 0)
  • ✓ Vision + Semantic + In-Context
  • ✓ Personalized Support
Enterprise
$500-$2000+/mo
  • ✓ Advanced AI
  • ⚠ Prohibitive PME pricing
  • ⚠ Complex setup & contracts

The Hybrid Engine: 6 Data Sources

Semantic

We read product pages and supplier PDFs.

Visual

We compare the style of product photos.

LLM

We verify the business logic of each association.

Collaborative

Purchases progressively improve ranking.

Graph

We connect products, uses and purchase intents.

Real-Time

Clicks and intents continuously adjust recos.

Marketplace Feed Export included

Compatible with Lengow / Channable / ShoppingFeed

See plans →

Try RecoKit on your catalog

Free Discovery plan · up to 50 products · catalog health audit after signup.

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