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Eden Engine

Company Name Fuzzy Match & Normalization

omnial/x402-company-name-match

Given two company names, normalizes each (stripping corporate suffixes like Inc/Incorporated, Ltd/Limited, GmbH, AB/Aktiebolag) and returns whether they match, a 0-to-1 confidence score, the normalized form of each name, which suffixes were removed from each, and the individual Levenshtein, Jaro-Winkler, and token-overlap similarity scores behind the confidence figure.

activeper callv1
Provider
Web & Business Data Network
Category
company-enrichment
Provider price
$0.0324324 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",
  "required": [
    "name_b",
    "name_a"
  ],
  "properties": {
    "name_a": {
      "type": "string",
      "description": "First company name"
    },
    "name_b": {
      "type": "string",
      "description": "Second company name to compare"
    }
  },
  "additionalProperties": false
}
output_schema.json
{
  "type": "object",
  "properties": {
    "match": {
      "type": "boolean",
      "description": "Whether the two names are judged to refer to the same company."
    },
    "name_a": {
      "type": "string",
      "description": "The first company name exactly as submitted, echoed back."
    },
    "name_b": {
      "type": "string",
      "description": "The second company name exactly as submitted, echoed back."
    },
    "confidence": {
      "type": "number",
      "description": "Match confidence, 0 to 1. Observed 1 on an exact match after normalization ('Apple' vs 'Apple Inc.') and 0.2 on two genuinely unrelated companies -- treat as a graded score, not a pass/fail flag."
    },
    "normalized_a": {
      "type": "string",
      "description": "`name_a` lowercased with corporate suffixes and punctuation stripped."
    },
    "normalized_b": {
      "type": "string",
      "description": "`name_b` lowercased with corporate suffixes and punctuation stripped."
    },
    "suffixes_removed": {
      "type": "object",
      "properties": {
        "a": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "b": {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      },
      "description": "The corporate suffix tokens (e.g. 'inc', 'ltd') stripped from each name while normalizing, lowercased. Observed empty on a name with no suffix to strip.",
      "additionalProperties": true
    },
    "similarity_scores": {
      "type": "object",
      "properties": {
        "levenshtein": {
          "type": "number"
        },
        "jaro_winkler": {
          "type": "number"
        },
        "token_overlap": {
          "type": "number"
        }
      },
      "description": "The individual algorithm scores `confidence` is derived from, each roughly 0 to 1.",
      "additionalProperties": true
    }
  },
  "description": "The company-name comparison 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
$0.0324324
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 25, 2026