Organize your catalog

Accelerate your conversions.

E-commerce / Product Taxonomy & Discovery

From miscategorized items to clunky filters and irrelevant search results — poor taxonomy kills conversions and frustrates your team. At CONFLICT, we help ecommerce brands tame product sprawl and build intuitive, performant discovery systems that scale. Whether you’ve got 50 SKUs or 50,000, we help you clean, classify, and connect your product data — so customers can search, filter, and browse with confidence.

Great products don’t matter if customers can’t find them.

What We Deliver

Product Taxonomy Architecture

Design and implement category trees, attribute systems, and multi-language tagging structures.

Personalized Search & Discovery

Integrate search platforms like Algolia, Elasticsearch, or Meilisearch with custom ranking logic, user behavior, and business rules.

Smart Filtering & Facets

Enable relevant, dynamic filters that actually help customers narrow down — not overwhelm.

Recommendation Systems

Deploy AI-driven product recs: “related to,” “frequently bought with,” “similar items,” and bundle logic.

Merchandising Control

Give your team the tools to boost, bury, or pin products for promotional, seasonal, or operational needs.

Search Tuning & Analytics

Track search behavior, zero-result queries, and keyword trends to continuously optimize product discovery.

Internationalization & Localization

Handle regional taxonomy differences, translations, and search normalization across multiple markets.

Headless & Composable Integration

Design taxonomies that work across headless frontends, mobile apps, and multi-channel APIs.

Our Approach

Product discovery is a full-stack problem — and we treat it like one.

From data normalization to search UX to backend integration, we build systems that reflect how your customers shop, not just how you organize your catalog. Whether you’re starting fresh or untangling years of product bloat, we’ll help you create an architecture that performs — for users and teams alike.

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Not Sure Where to Start?

Let’s take a look at your product hierarchy, search UX, and filter performance — and map a smarter path forward.

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hi@weareconflict.com

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+1 (305) 209-5818‬

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