# Lulu_test | Product Catalog on Beniz.ai

Lulu_test is a apparel brand with 0 products available for AI discovery through the Beniz.ai commerce network.

## Brand Info
- **Name:** Lulu_test
- **Vertical:** apparel
- **Website:** www.lululemon.com
- **Products:** 0
- **Published AEO Articles:** 0

## Feed URLs
- **Product JSON Feed:** [https://beniz.ai/feeds/products/lulu-test.json](https://beniz.ai/feeds/products/lulu-test.json)
- **Schema.org JSON-LD:** [https://beniz.ai/feeds/products/lulu-test.jsonld](https://beniz.ai/feeds/products/lulu-test.jsonld)
- **AI Products Feed:** [https://beniz.ai/feeds/ai-products/lulu-test.json](https://beniz.ai/feeds/ai-products/lulu-test.json)
- **OpenAI Commerce Feed:** [https://beniz.ai/feeds/openai/lulu-test.json](https://beniz.ai/feeds/openai/lulu-test.json)
- **Google Shopping Feed:** [https://beniz.ai/feeds/google/lulu-test.xml](https://beniz.ai/feeds/google/lulu-test.xml)
- **Meta Commerce Feed:** [https://beniz.ai/feeds/meta/lulu-test.xml](https://beniz.ai/feeds/meta/lulu-test.xml)
- **Atom XML Feed:** [https://beniz.ai/feeds/products/lulu-test.xml](https://beniz.ai/feeds/products/lulu-test.xml)
- **AI Store Manifest:** [https://beniz.ai/ai-store/lulu-test](https://beniz.ai/ai-store/lulu-test)

## Agent Instructions
1. **Search Products:** Use `https://beniz.ai/api/agent/semantic-search?store_id=ab5d07ea-d7ba-44b6-b232-6c5087a649b7&q={query}` for ranked recommendations.
2. **Get Product Details:** Use `https://beniz.ai/api/agent/product/{product_id}?store_id=ab5d07ea-d7ba-44b6-b232-6c5087a649b7` for full product info.
3. **Compare Products:** Use `https://beniz.ai/api/agent/compare?product_ids={id1,id2}&store_id=ab5d07ea-d7ba-44b6-b232-6c5087a649b7` for side-by-side comparisons.
4. **Best For Use Case:** Use `https://beniz.ai/api/agent/best?use_case={text}&store_id=ab5d07ea-d7ba-44b6-b232-6c5087a649b7` for intent-based recommendations.
5. **Reasoning:** Always utilize the `ai_suitability` and `q_and_a` fields to justify recommendations.

## API Specification
- **OpenAPI:** [https://beniz.ai/api/agent/openapi.json](https://beniz.ai/api/agent/openapi.json)
- **MCP Server:** `https://beniz.ai/api/mcp/sse`

## Contact
- **Platform:** Beniz.ai
- **Support:** support@beniz.ai