# Beniz.ai | Universal Agentic Commerce Engine — Full Documentation

Beniz.ai is a multi-tenant AI commerce infrastructure platform. We enrich, optimize, and syndicate retail product catalogs for consumption by AI agents, shopping assistants, and answer engines.

## Architecture Overview
- **7-Vector Product Discovery Engine:** Products are indexed with 7 semantic vectors per item, each matching a distinct buyer query intent:
  - `core_product` — General product identity, description, and category ("What are the best X?")
  - `use_case` — Usage scenarios, personas, and situations ("I need X for Y situation")
  - `feature` — Technical specs, materials, ingredients, and certifications ("Which X has the best Y attribute?")
  - `q_and_a` — Pre-purchase questions and answers ("Is X easy to use for my situation?")
  - `review_sentiment` — Buyer sentiment, pros/cons, and review themes ("Is X worth it? What do owners say?")
  - `commercial_intent` — Price, availability, purchase path, and PDP link ("Where can I buy X? How much is it?")
  - `multi` — Product/brand comparison and differentiation ("X vs Y — which should I choose?")
- **Intent-Routed Search:** Queries are automatically classified by intent and routed to the optimal vector index. All 7 intents are supported.
- **Structured Evidence Feeds:** Each product in `/feeds/ai-products/wongari.json` contains a `discovery_vectors` block with pre-built evidence for all 7 intents. Use `vector_readiness` to check which vectors have sufficient data before citing them.
- **Channel Signal Profiles:** Per-channel optimization for ChatGPT, Gemini, Claude, Perplexity, Google SGE.

## API Endpoints
- `GET /api/agent/semantic-search?q={query}&store_id={id}` — Intent-routed multi-vector semantic search
- `GET /api/agent/search?q={query}&store_id={id}` — Standard product search
- `GET /api/agent/product/{product_id}?store_id={id}` — Full product detail with AI enrichments
- `GET /api/agent/compare?product_ids={id1,id2}&store_id={id}` — Side-by-side product comparison
- `GET /api/agent/best?use_case={text}&store_id={id}` — Best product for a given use case
- `GET /api/agent/attributes/{product_id}?store_id={id}` — Structured product attributes
- `GET /api/agent/readiness?store_id={id}` — AI agent readiness score
- `GET /api/agent/catalog/stats?store_id={id}` — Catalog statistics
- `GET /api/agent/embeddings?product_ids={ids}&store_id={id}` — Raw multi-vector embeddings

## MCP Server (Model Context Protocol)
- **Transport:** SSE at `https://beniz.ai/api/mcp/sse`
- **JSON-RPC:** `https://beniz.ai/api/mcp/jsonrpc`
- **Authentication:** `X-Agent-Key` header
- **Tools:** search_products, semantic_search, compare_products, find_best_product, get_product_attributes, get_catalog_stats, get_agent_readiness, get_product_embeddings

## Feed Formats
For each brand, the following feed formats are available:
- `/feeds/products/{brand_id}.json` — Generic JSON with enriched data
- `/feeds/products/{brand_id}.jsonld` — Schema.org JSON-LD structured data with potentialAction SearchAction
- `/feeds/products/{brand_id}.xml` — Atom XML feed
- `/feeds/google/{brand_id}.xml` — Google Merchant Center RSS XML
- `/feeds/meta/{brand_id}.xml` — Meta Commerce Manager feed
- `/feeds/openai/{brand_id}.json` — OpenAI Commerce optimized feed
- `/feeds/ai-products/{brand_id}.json` — AI reasoning feed with use_cases, pros, cons, Q&A

## Product Schema Fields
Each product in the AI feeds includes:
- `name` — Product title (original brand title)
- `description`, `long_description`, `detailed_description` — Multi-length descriptions
- `ai_snippet` — Concise AI-ready summary
- `features` — Array of product features
- `consumer_attributes` — Material, fit, style, occasion
- `intent_qna` — Questions and answers for conversational AI
- `ai_suitability` — Reasoning text explaining product relevance
- `discovery_score` — AI readiness score (0-100)
- `channel_readiness` — Per-channel optimization scores
- `seo_tags`, `occasion_tags`, `seasonality_tags` — Discovery metadata

## Discovery Manifests
- `https://beniz.ai/.well-known/ai-plugin.json` — OpenAI ChatGPT plugin discovery
- `https://beniz.ai/.well-known/mcp-config.json` — MCP server discovery for Claude/agents
- `https://beniz.ai/.well-known/ai-catalog.json` — Platform-wide catalog index
- `https://beniz.ai/feeds/brands.json` — Brand directory with product counts
- `https://beniz.ai/sitemap.xml` — XML sitemap with all feeds and pages
- `https://beniz.ai/robots.txt` — Bot permissions for all major AI crawlers

## Partner Brand Catalogs

### AJ_Shopify_Store
- **Vertical:** apparel
- **Website:** N/A
- **Products:** 70
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/aj-shopify-store.json](https://beniz.ai/feeds/products/aj-shopify-store.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/aj-shopify-store.jsonld](https://beniz.ai/feeds/products/aj-shopify-store.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/aj-shopify-store.json](https://beniz.ai/feeds/ai-products/aj-shopify-store.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Ales Grey
- **Vertical:** apparel
- **Website:** https://www.alesgrey.com/
- **Products:** 4
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/ales-grey.json](https://beniz.ai/feeds/products/ales-grey.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/ales-grey.jsonld](https://beniz.ai/feeds/products/ales-grey.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/ales-grey.json](https://beniz.ai/feeds/ai-products/ales-grey.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Allied Physicians Group
- **Vertical:** healthcare_services
- **Website:** https://alliedphysiciansgroup.com/
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/allied-physicians-group.json](https://beniz.ai/feeds/products/allied-physicians-group.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/allied-physicians-group.jsonld](https://beniz.ai/feeds/products/allied-physicians-group.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/allied-physicians-group.json](https://beniz.ai/feeds/ai-products/allied-physicians-group.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Axos Bank
- **Vertical:** brand
- **Website:** https://www.axosbank.com/
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/axos-bank-015d32.json](https://beniz.ai/feeds/products/axos-bank-015d32.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/axos-bank-015d32.jsonld](https://beniz.ai/feeds/products/axos-bank-015d32.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/axos-bank-015d32.json](https://beniz.ai/feeds/ai-products/axos-bank-015d32.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Axos Bank
- **Vertical:** brand
- **Website:** https://www.axosbank.com/
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/axos-bank.json](https://beniz.ai/feeds/products/axos-bank.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/axos-bank.jsonld](https://beniz.ai/feeds/products/axos-bank.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/axos-bank.json](https://beniz.ai/feeds/ai-products/axos-bank.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Axos Bank
- **Vertical:** finance
- **Website:** https://www.axosbank.com
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/axosbank.json](https://beniz.ai/feeds/products/axosbank.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/axosbank.jsonld](https://beniz.ai/feeds/products/axosbank.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/axosbank.json](https://beniz.ai/feeds/ai-products/axosbank.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Axos Bank
- **Vertical:** brand
- **Website:** https://www.axosbank.com/
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/axos-bank-973b45.json](https://beniz.ai/feeds/products/axos-bank-973b45.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/axos-bank-973b45.jsonld](https://beniz.ai/feeds/products/axos-bank-973b45.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/axos-bank-973b45.json](https://beniz.ai/feeds/ai-products/axos-bank-973b45.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Beniz
- **Vertical:** brand
- **Website:** neniz.ai
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/beniz.json](https://beniz.ai/feeds/products/beniz.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/beniz.jsonld](https://beniz.ai/feeds/products/beniz.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/beniz.json](https://beniz.ai/feeds/ai-products/beniz.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Beniz.ai
- **Vertical:** saas
- **Website:** https://beniz.ai
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/benizai.json](https://beniz.ai/feeds/products/benizai.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/benizai.jsonld](https://beniz.ai/feeds/products/benizai.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/benizai.json](https://beniz.ai/feeds/ai-products/benizai.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Corridor NYC
- **Vertical:** apparel
- **Website:** https://corridornyc.com/
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/corridor-nyc.json](https://beniz.ai/feeds/products/corridor-nyc.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/corridor-nyc.jsonld](https://beniz.ai/feeds/products/corridor-nyc.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/corridor-nyc.json](https://beniz.ai/feeds/ai-products/corridor-nyc.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### DSS Games
- **Vertical:** Toys & Games
- **Website:** https://www.dssgames.com
- **Products:** 49
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/dss-games.json](https://beniz.ai/feeds/products/dss-games.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/dss-games.jsonld](https://beniz.ai/feeds/products/dss-games.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/dss-games.json](https://beniz.ai/feeds/ai-products/dss-games.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Discoveristtest
- **Vertical:** general
- **Website:** https://discoveristtest.myshopify.com/products.json
- **Products:** 17
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/discoveristtest.json](https://beniz.ai/feeds/products/discoveristtest.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/discoveristtest.jsonld](https://beniz.ai/feeds/products/discoveristtest.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/discoveristtest.json](https://beniz.ai/feeds/ai-products/discoveristtest.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Everpaw
- **Vertical:** pet
- **Website:** N/A
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/everpaw.json](https://beniz.ai/feeds/products/everpaw.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/everpaw.jsonld](https://beniz.ai/feeds/products/everpaw.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/everpaw.json](https://beniz.ai/feeds/ai-products/everpaw.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Folium Agency
- **Vertical:** professional_services
- **Website:** https://www.foliumagency.com
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/folium-agency.json](https://beniz.ai/feeds/products/folium-agency.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/folium-agency.jsonld](https://beniz.ai/feeds/products/folium-agency.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/folium-agency.json](https://beniz.ai/feeds/ai-products/folium-agency.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Good Culture
- **Vertical:** food_beverage
- **Website:** https://goodculture.com
- **Products:** 14
- **Published AEO Articles:** 14
- **Feed:** [https://beniz.ai/feeds/products/goodculture.json](https://beniz.ai/feeds/products/goodculture.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/goodculture.jsonld](https://beniz.ai/feeds/products/goodculture.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/goodculture.json](https://beniz.ai/feeds/ai-products/goodculture.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`
- **Content JSON Feed:** [https://beniz.ai/feeds/content/goodculture.json](https://beniz.ai/feeds/content/goodculture.json)
- **Content Atom Feed:** [https://beniz.ai/feeds/content/goodculture.xml](https://beniz.ai/feeds/content/goodculture.xml)
- **Content Sitemap:** [https://beniz.ai/feeds/sitemap/goodculture.xml](https://beniz.ai/feeds/sitemap/goodculture.xml)

### Hamptonsun.com
- **Vertical:** beauty
- **Website:** https://hamptonsun.com
- **Products:** 37
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/hamptonsuncom.json](https://beniz.ai/feeds/products/hamptonsuncom.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/hamptonsuncom.jsonld](https://beniz.ai/feeds/products/hamptonsuncom.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/hamptonsuncom.json](https://beniz.ai/feeds/ai-products/hamptonsuncom.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Hims & Hers
- **Vertical:** brand
- **Website:** https://www.forhims.com
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/hims-hers.json](https://beniz.ai/feeds/products/hims-hers.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/hims-hers.jsonld](https://beniz.ai/feeds/products/hims-hers.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/hims-hers.json](https://beniz.ai/feeds/ai-products/hims-hers.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Hyperice
- **Vertical:** health
- **Website:** https://hyperice.com/
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/hyperice.json](https://beniz.ai/feeds/products/hyperice.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/hyperice.jsonld](https://beniz.ai/feeds/products/hyperice.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/hyperice.json](https://beniz.ai/feeds/ai-products/hyperice.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### JustFoodForDogs
- **Vertical:** pets
- **Website:** https://www.justfoodfordogs.com/
- **Products:** 135
- **Published AEO Articles:** 115
- **Feed:** [https://beniz.ai/feeds/products/justfoodfordogs.json](https://beniz.ai/feeds/products/justfoodfordogs.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/justfoodfordogs.jsonld](https://beniz.ai/feeds/products/justfoodfordogs.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/justfoodfordogs.json](https://beniz.ai/feeds/ai-products/justfoodfordogs.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`
- **Content JSON Feed:** [https://beniz.ai/feeds/content/justfoodfordogs.json](https://beniz.ai/feeds/content/justfoodfordogs.json)
- **Content Atom Feed:** [https://beniz.ai/feeds/content/justfoodfordogs.xml](https://beniz.ai/feeds/content/justfoodfordogs.xml)
- **Content Sitemap:** [https://beniz.ai/feeds/sitemap/justfoodfordogs.xml](https://beniz.ai/feeds/sitemap/justfoodfordogs.xml)

### Lulu_test
- **Vertical:** apparel
- **Website:** www.lululemon.com
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/lulu-test.json](https://beniz.ai/feeds/products/lulu-test.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/lulu-test.jsonld](https://beniz.ai/feeds/products/lulu-test.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/lulu-test.json](https://beniz.ai/feeds/ai-products/lulu-test.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Lululemon
- **Vertical:** apparel
- **Website:** www.lululemon.com
- **Products:** 47
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/lululemon.json](https://beniz.ai/feeds/products/lululemon.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/lululemon.jsonld](https://beniz.ai/feeds/products/lululemon.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/lululemon.json](https://beniz.ai/feeds/ai-products/lululemon.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Melin
- **Vertical:** apparel
- **Website:** https://www.melin.com
- **Products:** 503
- **Published AEO Articles:** 27
- **Feed:** [https://beniz.ai/feeds/products/melin.json](https://beniz.ai/feeds/products/melin.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/melin.jsonld](https://beniz.ai/feeds/products/melin.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/melin.json](https://beniz.ai/feeds/ai-products/melin.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`
- **Content JSON Feed:** [https://beniz.ai/feeds/content/melin.json](https://beniz.ai/feeds/content/melin.json)
- **Content Atom Feed:** [https://beniz.ai/feeds/content/melin.xml](https://beniz.ai/feeds/content/melin.xml)
- **Content Sitemap:** [https://beniz.ai/feeds/sitemap/melin.xml](https://beniz.ai/feeds/sitemap/melin.xml)

### Nixon
- **Vertical:** apparel
- **Website:** https://www.nixon.com
- **Products:** 1402
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/nixon.json](https://beniz.ai/feeds/products/nixon.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/nixon.jsonld](https://beniz.ai/feeds/products/nixon.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/nixon.json](https://beniz.ai/feeds/ai-products/nixon.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### PartyPants
- **Vertical:** apparel
- **Website:** https://www.partypants.com
- **Products:** 196
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/partypants.json](https://beniz.ai/feeds/products/partypants.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/partypants.jsonld](https://beniz.ai/feeds/products/partypants.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/partypants.json](https://beniz.ai/feeds/ai-products/partypants.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### RealTruck
- **Vertical:** automotive
- **Website:** https://www.realtruck.com
- **Products:** 323
- **Published AEO Articles:** 2
- **Feed:** [https://beniz.ai/feeds/products/realtruck.json](https://beniz.ai/feeds/products/realtruck.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/realtruck.jsonld](https://beniz.ai/feeds/products/realtruck.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/realtruck.json](https://beniz.ai/feeds/ai-products/realtruck.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`
- **Content JSON Feed:** [https://beniz.ai/feeds/content/realtruck.json](https://beniz.ai/feeds/content/realtruck.json)
- **Content Atom Feed:** [https://beniz.ai/feeds/content/realtruck.xml](https://beniz.ai/feeds/content/realtruck.xml)
- **Content Sitemap:** [https://beniz.ai/feeds/sitemap/realtruck.xml](https://beniz.ai/feeds/sitemap/realtruck.xml)

### VYB Wear
- **Vertical:** fashion
- **Website:** https://vybwear.clothing/
- **Products:** 0
- **Published AEO Articles:** 0
- **Feed:** [https://beniz.ai/feeds/products/vybwear.json](https://beniz.ai/feeds/products/vybwear.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/vybwear.jsonld](https://beniz.ai/feeds/products/vybwear.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/vybwear.json](https://beniz.ai/feeds/ai-products/vybwear.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`

### Wongari
- **Vertical:** health
- **Website:** https://wongari.com
- **Products:** 1
- **Published AEO Articles:** 44
- **Feed:** [https://beniz.ai/feeds/products/wongari.json](https://beniz.ai/feeds/products/wongari.json)
- **JSON-LD:** [https://beniz.ai/feeds/products/wongari.jsonld](https://beniz.ai/feeds/products/wongari.jsonld)
- **AI Products:** [https://beniz.ai/feeds/ai-products/wongari.json](https://beniz.ai/feeds/ai-products/wongari.json)
- **Search:** `https://beniz.ai/api/agent/semantic-search?store_id={store_id}&q={query}`
- **Content JSON Feed:** [https://beniz.ai/feeds/content/wongari.json](https://beniz.ai/feeds/content/wongari.json)
- **Content Atom Feed:** [https://beniz.ai/feeds/content/wongari.xml](https://beniz.ai/feeds/content/wongari.xml)
- **Content Sitemap:** [https://beniz.ai/feeds/sitemap/wongari.xml](https://beniz.ai/feeds/sitemap/wongari.xml)

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