> ## Documentation Index
> Fetch the complete documentation index at: https://docs.scentxp.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Use Cases

## Build with WikiParfum

The guides in this section cover the most common integration scenarios for the WikiParfum API — from enriching product pages to powering personalized recommendations. Each guide focuses on a specific business capability: what it enables, when to use it, and how to implement it with GraphQL examples.

Guides can be implemented independently or combined into a continuous fragrance discovery experience.

<CardGroup cols={2}>
  <Card title="Olfactive Classification" icon="sitemap" href="/wikiparfum-api/guides/olfactive-classification">
    Understand the expert taxonomy behind WikiParfum — olfactive families, subfamilies, and the Quadrification visual profile. The foundation for everything else.
  </Card>

  <Card title="Fragrance Exploration" icon="compass" href="/wikiparfum-api/guides/exploration">
    Let users discover fragrances by name, ingredient, olfactive family, or guided questionnaire. For search, browsing, and discovery experiences.
  </Card>

  <Card title="Fragrance Library" icon="book-open" href="/wikiparfum-api/guides/product-enrichment">
    Enrich product pages with olfactive profiles, ingredient breakdowns, perfumer data, Quadrification visuals, and multi-language content.
  </Card>

  <Card title="Recommendations" icon="sparkles" href="/wikiparfum-api/guides/recommendations">
    Generate personalized fragrance recommendations based on olfactive affinity — by perfume, EAN, or user history. Not popularity, not rules: real olfactive similarity.
  </Card>

  <Card title="CRM & Personalization" icon="users" href="/wikiparfum-api/guides/crm-personalization">
    Reuse olfactive preference data across sessions, channels, and CRM. Power newsletter personalization, new launch targeting, and taste-based segmentation.
  </Card>
</CardGroup>