If you run a Shopify store with more than a few hundred products, you have probably noticed: your customers search for things your store sells, and get zero results. Or worse — irrelevant results.
"Blue wetsuit for women" returns everything with the word "blue." "Longboard for beginners" returns every longboard regardless of skill level. "Complete surf kit budget $500" returns nothing, because no single product matches that phrase.
This is not a configuration problem. Keyword search fundamentally cannot understand what the customer is asking for.
What We Built
Inops is an AI-powered search layer for Shopify. It sits between your customers and your product catalog, and it understands intent — not just keywords.
Natural language search. Customers type the way they think. "Warm wetsuit for cold water surfing" finds the right products even if your product titles say "4/3mm Full Wetsuit" instead.
Smart bundle discovery. A customer types "complete surf kit budget $500" and gets a curated bundle — surfboard, wetsuit, leash, wax — assembled across categories, with the total respecting their budget. Each item includes a short explanation of why it was selected.
Similar products. Click any product, and the AI surfaces alternatives matched by meaning — not just "customers also bought."
AI reasoning. Every recommendation comes with context. "Selected because it is a beginner-friendly board within your price range" builds trust and speeds up purchase decisions.
Performance
We obsess over speed because slow search kills conversion:
| Metric | Industry average | Inops |
|---|---|---|
| Single product search | 3-8s (with AI) | Under 2s |
| Bundle discovery | Not available | 2-3s (first result in ~1.3s) |
| Zero-result rate | 10-15% | Under 2% |
Results stream in real-time as they are found — the customer sees the first result in about a second, with more appearing as processing continues.
How It Works for Merchants
- No theme changes. Drop in a lightweight SDK snippet.
- Works with any Shopify theme out of the box.
- Merchant dashboard with search analytics — see what customers search for, conversion funnels, response times.
- Configurable: control how many results to show, which categories to prioritize, bundle budgets.
Try It
We have a live demo running on a surf shop with 200 products. No account needed:
https://shopify-dummy.inops.io
Queries to try:
- "complete surf kit budget $500" (bundle with budget)
- "blue wetsuit for women" (natural language)
- "longboard for beginners" (intent matching)
- "kids surfboard under $300" (price filtering)
The bundle intent is detected automatically. Budget is extracted from natural language.
What Is Next
We are working on support for larger catalogs (5,000+ products), customer behavior tracking (hide products already in cart), and deeper Shopify integration.
If you run a Shopify store and search quality matters to your conversion rate, we would love to hear what problems you are running into.
Website: https://www.inops.io
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