| What it does | Sell more replacement parts on Shopify by helping customers find compatible filters, accessories and spare parts directly in your store.
| AI-native search, recommendations, and merchandising trained on your catalog
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| Stage | Not given
| Established
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| Founded | Not given
| 2021
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| Based in | Not given
| US
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| Pricing model | Not given
| Contact for pricing
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| Pricing | Not given
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| Key features | - Compatibility catalog mapping products to parts
- Storefront theme blocks displaying compatible items on product pages
- Parts finder for customers to select owned products and discover compatible parts
- Staff lookup for compatibility searches
- Compatibility mappings persist after app uninstall
- Works with all Shopify themes
| - Semantic search with typo tolerance and multilingual support
- Real-time adaptation to shopper intent and behavior
- AI-driven ranking and merchandising automation
- Image and multimodal search
- Brand-specific AI models trained on catalog data
- Automated collection and tagging based on relevance
- One-click integrations with Shopify, Adobe Commerce, Salesforce
- Pixel-based user behavior tracking
- Agentic storefront experiences
- Business KPI optimization through machine learning
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| What makes it different | - Single compatibility catalog reused across storefront, parts finder, and staff lookup
- Keeps compatibility data separate from Shopify product catalog
- Reduces friction in aftermarket purchases
| - Dedicated AI model trained on your specific catalog instead of shared generic models
- Verified revenue impact of $130M+ for enterprise clients
- Process 1 billion+ search queries daily at enterprise scale
- Founded by ex-Amazon engineers who identified the conversion gap
- Double-digit conversion and AOV improvements across A/B tests
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| Ships internationally | Not given
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| Sells online | Not given
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| Physical shop | Not given
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 42 ● no change since last check | 54 ● no change since last check |
| Trust Flow (Majestic) | 0 | 11 |
| Citation Flow (Majestic) | 13 | 36 |
| Referring domains (Majestic) | 1 | 614 |