Commercial Platform
The .dev commercial surface, API, MCP, Shopify, data, and enterprise platform.
API Builders
Guide for developers building fragrance apps, comparison tools, recommendation products, and search systems.
Agencies and Resellers
Guide for Shopify agencies, freelancers, and e-commerce studios.
MCP and AI Consumers
Guide for AI-agent users, MCP consumers, and developers who want grounded fragrance intelligence in their own assistant.
API Overview
Commercial API shape for fragrance data, fuzzy match, widgets, and agent access.
API Authentication and Rate Limits
API keys, scopes, quotas, rate limits, and commercial access rules.
Fuzzy Search and Data
Why fuzzy matching is both core product infrastructure and a commercial API.
Widget Embed
Hosted Gift Finder, fuzzy search, and storefront widget setup.
API CLI and Examples
Future CLI, curl examples, JavaScript examples, and integration checks.