Organize your catalog

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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

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Product Taxonomy Architecture
Design and implement category trees, attribute systems, and multi-language tagging structures.
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Personalized Search & Discovery
Integrate search platforms like Algolia, Elasticsearch, or Meilisearch with custom ranking logic, user behavior, and business rules.
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Smart Filtering & Facets
Enable relevant, dynamic filters that actually help customers narrow down — not overwhelm.
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Recommendation Systems
Deploy AI-driven product recs: “related to,” “frequently bought with,” “similar items,” and bundle logic.
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Merchandising Control
Give your team the tools to boost, bury, or pin products for promotional, seasonal, or operational needs.
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Search Tuning & Analytics
Track search behavior, zero-result queries, and keyword trends to continuously optimize product discovery.
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Internationalization & Localization
Handle regional taxonomy differences, translations, and search normalization across multiple markets.
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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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Our reviews

CI/CD Rebuild: Hands-Off Delivery at Scale

CONFLICT transformed SteadyMD’s brittle deployment workflows into a hands-off CI/CD pipeline that builds, tests, and ships code automatically—with near-zero errors. From chaos to confidence, we engineered a system that deploys everywhere, on demand, with human gates for control.

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SteadyMD – Compliance & Security

SteadyMD turned to CONFLICT to meet HIPAA and SOC 2 demands without derailing velocity. We hardened their production cloud, implemented real DevSecOps, and embedded audit-ready security into every layer—engineering confidence, not just compliance.

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SteadyMD – Custom App Dev & Embedded Team Support

SteadyMD trusted CONFLICT to build and maintain a custom non-core application—fully staffed, fully managed—for over a year. We embedded seamlessly, shipped consistently, and owned the stack until sunset. No hires, no drama, just clean delivery.

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DevCamps: On-Demand Cloud Environments

SteadyMD partnered with CONFLICT to tame chaotic dev workflows. Our DevCamp environments cut deployment lead time by 45%, doubled velocity, and slashed error rates by 80%. From friction came velocity—engineering confidence, built on precision.

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Zonos – PHP SDK Development

Zonos asked CONFLICT to build a PHP SDK developers would actually love. We delivered clean interfaces, clear docs, and hardened endpoints—helping partners integrate faster, with fewer questions and less churn.

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SteadyMD – Production Support & Operations

When SteadyMD needed rock-solid production support, CONFLICT stepped in. From backups to incident response, we stabilized systems, hardened ops, and kept healthcare infrastructure humming. Uptime, confidence, and velocity—all engineered into the platform.

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SteadyMD – Staff Augmentation & Embedded Engineering

SteadyMD embedded CONFLICT engineers to run a non-core application end-to-end for 14+ months. No ramp-up, no micro-managing. Just seasoned devs who shipped, supported, and sunset the system with surgical precision.

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Team One – Cloud, DevOps & SRE Support

Team One LA brought in CONFLICT to harden infrastructure, optimize DevOps, and support SRE initiatives across internal and client projects. We delivered speed, stability, and scalable cloud ops—without the overhead of building it in-house.

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Zonos – API & Web Development

Zonos relied on CONFLICT to build and maintain core APIs and internal-facing UIs that power operational workflows. We delivered durable endpoints, clean interfaces, and production-grade velocity—without creating tech debt.

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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.