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Eden Engine

Brand Product Catalog (by Domain or URL)

omnial/brand-ai-products

Given a brand's domain (or a direct URL to a shop/pricing page), returns a structured product catalog scraped from its website: for each product, its name, description, price, currency, category, availability, SKU, features, target audience, tags, billing frequency, and pricing model. Returns an empty product list for a domain with no e-commerce catalog to find (e.g. an informational or reference site).

activeper callv1
Provider
Web & Business Data Network
Category
ecommerce
Provider price
$0.012285 per call
Latency p50 / p95
— / —
Success rate
Verified

Provider list price; Omnial MCP charges provider cost plus a platform markup on top.

Contract

input_schema.json
{
  "type": "object",
  "anyOf": [
    {
      "required": [
        "domain"
      ]
    },
    {
      "required": [
        "directUrl"
      ]
    }
  ],
  "properties": {
    "domain": {
      "type": "string",
      "minLength": 3,
      "description": "The brand domain to analyze, e.g. 'example.com'. Mutually exclusive with directUrl."
    },
    "maxAgeMs": {
      "type": "integer",
      "default": 86400000,
      "maximum": 2592000000,
      "minimum": 0,
      "description": "Reuse a cached result younger than this many milliseconds. Default 86400000 (1 day), max 2592000000 (30 days). Set 0 to always fetch fresh."
    },
    "directUrl": {
      "type": "string",
      "format": "uri",
      "description": "Exact URL to start from, bypassing domain resolution (e.g. a pricing or shop page). Mutually exclusive with domain."
    },
    "timeoutMS": {
      "type": "integer",
      "maximum": 300000,
      "minimum": 1000,
      "description": "Upstream timeout in milliseconds (max 300000). The upstream aborts the call with a 408 when exceeded. Keep it below the endpoint's requestTimeoutMs so the provider answers before the platform's own budget expires."
    },
    "maxProducts": {
      "type": "integer",
      "maximum": 12,
      "minimum": 1,
      "description": "Maximum number of products to extract (1-12). Does NOT change the price -- the catalog call is billed per call."
    }
  },
  "additionalProperties": false
}
output_schema.json
{
  "type": "object",
  "properties": {
    "products": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "sku": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "tags": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "price": {
            "type": "number",
            "description": "The listed selling price, in `currency`."
          },
          "category": {
            "type": "string"
          },
          "currency": {
            "type": "string",
            "description": "ISO 4217 currency code, e.g. 'USD'."
          },
          "features": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Free-text feature bullet points extracted from the product page."
          },
          "dimensions": {
            "type": "array",
            "description": "Observed as an empty array on every product in the one real catalog captured -- a populated shape was never observed and its item structure is unconfirmed."
          },
          "description": {
            "type": "string"
          },
          "availability": {
            "type": "string",
            "description": "Observed values: 'in_stock', 'out_of_stock', 'limited_availability'. Not confirmed to be an exhaustive enumeration."
          },
          "pricing_model": {
            "type": "string",
            "description": "Observed as 'flat' on every product captured."
          },
          "regular_price": {
            "type": [
              "number",
              "null"
            ],
            "description": "Observed as `null` on every product in the one real catalog captured -- a non-null (pre-discount) regular price was never observed and its presence is unconfirmed."
          },
          "target_audience": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "e.g. 'Women', 'Men', 'Big Kids'."
          },
          "billing_frequency": {
            "type": "string",
            "description": "Observed as 'one_time' on every product captured."
          }
        },
        "additionalProperties": true
      },
      "description": "Extracted products, up to `maxProducts`. Empty when the domain has no e-commerce catalog to find (observed for wikipedia.org)."
    },
    "cache_metadata": {
      "type": "object",
      "properties": {
        "age_ms": {
          "type": "number",
          "description": "Age of the cached result in milliseconds, 0 for a fresh fetch."
        },
        "status": {
          "type": "string",
          "description": "Observed as 'miss' on both real calls."
        }
      },
      "description": "Caching metadata for this result.",
      "additionalProperties": true
    }
  },
  "description": "The catalog result, as returned at routing.responseResultPath ($.output).",
  "additionalProperties": true
}

Pricing

Every real charge, itemised. A model that quietly omits one is a slow financial leak, so nothing here is rolled up, and a charge that only applies to some inputs says so rather than being added in.

Prices in this catalog are the provider's own list price, not your bill: Omnial MCP charges provider cost plus a platform markup on top, so what you are charged is higher than the figure shown. For the exact amount a specific call will cost, run omnial_execute with dry_run: true; that number includes the markup and is what we hold while the call runs. It is a quote, not a cap on the charge.

ChargeRate
Per call
Flat, regardless of what comes back
$0.012285
Cost basis
Not recorded

This tool's catalog entry does not record how its final bill is determined, so we will not tell you whether its cost is fixed before the call or reported by the provider afterwards. Either way what is held is a quote rather than a cap: you are charged what the call actually costs, bounded at 2x the quote.

Updated
Sep 8, 2026