# Agentic Commerce Infrastructure for Search, Discovery & AI (vviinn.com)

Turns product catalogue data into searchable meaning and visual matches, so search and recommendations can resolve shopper intent.

- Atlas card: https://inite.ai/en/atlas/vviinn.com
- Site: https://vviinn.com
- Categories: commerce
- Use 6/100 · alive 100/100

## Used for

- Match shopper text and image queries to products
- Clean and enrich product catalog data
- Recommend visually similar products to shoppers

## Price

- freemium (read 2026-10-24 on https://vviinn.com/#pricing)

## For developers

- MCP server: com.vviinn/commerce-context-layer (namespace; auth on 2026-10-24)
- Read 2026-10-24

## MCP server, measured daily

Server: https://api.vviinn.com/mcp, checked every day since 2026-10-24 (5 checks).

- Answered: measuring, 5 daily checks so far
- Median first answer: 253 ms
- Sign-in: a pasted key
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: gdpr
- Read 2026-10-24

---

Source: INITE Atlas, https://inite.ai/en/atlas/vviinn.com. JSON: https://inite.ai/api/atlas/vviinn.com. MCP: https://inite.ai/api/mcp (atlas_lookup).