AI Search & Product Discovery for Shopify Stores
Inops is an AI-powered search and product discovery solution for Shopify merchants that improves relevance and conversion with semantic, intent-aware results and recommendations.
Increase conversion by helping shoppers find the right products—without complex setup.
Built for Shopify merchants
Install in minutes
Merchant controls included
A real example: Shopify search → product discovery → similar products.
Intent-Aware Search & Discovery
Help shoppers find what they actually mean
Shopify stores lose revenue when search depends on exact keywords. Inops improves discovery by understanding intent and surfacing relevant products—even when queries are vague. Black-box ranking is a common limitation of AI search tools. Inops exposes ranking logic so behavior is predictable and understandable.
- Fewer zero-result searches
- Ranking behavior is inspectable and explainable—understand why products rank this way and how to change it
- Changes do not degrade relevance as catalogs grow—maintain quality at scale
Search → click → similar products (example UX).
Ranking explanation example
Waterproof Running Jacket
Rank #1
Why this product ranked #1
• Strong intent match: 'waterproof' matches product attributes
• High relevance score from semantic matching
• Category context: fits 'running' intent
Explainable Ranking
Understand why products rank
Every search result includes an explanation showing why a product appears and which signals contributed to its ranking. Inspect ranking decisions to understand behavior and make informed adjustments.
- See contributing factors for each product ranking
- Understand which signals drive relevance decisions
- Inspect and adjust ranking behavior with confidence
Similar Products
Recover clicks and keep shoppers exploring
When shoppers open a product and it’s not quite right, Similar Products helps them find close alternatives immediately—without re-searching or leaving the page.
- Fewer dead-ends on product pages
- Higher product discovery and AOV
- Works with your catalog—no manual tagging
Similar products (example UX)
Similar Product
Summary
We analyzed this product and found alternatives with a similar style and feel.
Soft-Top Longboard 41
$15.67 · Beginner-friendly
60%
Soft-Top Longboard 44
$15.67 · Stable ride
55%
Merchandising Without Manual Rebuilds
Control ranking without reworking your catalog—business intent as part of relevance
Traditional boosting and campaigns often damage search relevance. Shopify merchants need control without duplicating collections or changing themes. Inops treats business intent as part of relevance, not as an override, letting you promote what matters while preserving relevance.
- Promote inventory or campaigns
- No catalog duplication
- Merchants can promote products without harming search quality—business intent enhances relevance
Ranking with boosted items
Featured Longboard (Boosted)
Boost +2.0 · Campaign inventory
Boosted
Soft-Top Longboard
Top relevance match
Relevant
Kids Cruiser Board
Strong alternative
Normal
Search-Quality Results for Paid Traffic
Make ads land on the right products instantly
Paid traffic to Shopify often lands on generic collections. Inops can show relevant products immediately—so shoppers see what the ad promised without typing a query.
- Lower bounce rate
- Higher conversion from ads/email
Campaign landing (campaignId-driven)
Campaign landing pages can show the right products instantly.
Beginner Longboard
Stable · High confidence
Kids Safety Gear
Upsell-friendly
This reduces bounce and improves conversion from Shopify ads and email.
Why Inops
Shopify-first by design
Built for Shopify merchants—so it’s easy to install, run, and iterate.
Relevance plus control
Strong results out of the box, with the option to promote what matters.
No replatforming
Install in minutes and validate outcomes before rolling out.