competitor_analysis

Compare 3-20 user-supplied competitors; does not discover or verify competitors without live evidence.

When to use

Use when an agent needs the Creative Techno book framework for competitor analysis.

Selection guidance

Role: supporting. Use when an agent needs the Creative Techno book framework for competitor analysis.

Use cases

• competitor analysis
• small business planning
• Oman entrepreneurship

Access

• REST: POST https://api.rafidsystem.com/api/v1/book/competitor-analysis
• x402: POST https://api.rafidsystem.com/api/v1/x402/book/competitor-analysis
• MCP tool: competitor_analysis

Price: $0.30 USD per call. Payment options are deployment-configured; inspect /api/v1/payment-methods. Prices and payment semantics are unchanged from the canonical registry.

Related tools

• business_risk_check
• product_pricing_calculator
• business_90_day_growth_plan
• final_business_plan_builder
• oman_business_launch_plan

Example input

{
  "competitors": [
    {
      "name": "A",
      "strengths": [],
      "weaknesses": []
    },
    {
      "name": "B",
      "strengths": [],
      "weaknesses": []
    },
    {
      "name": "C",
      "strengths": [],
      "weaknesses": []
    }
  ]
}

Example output

{
  "frameworkSource": {
    "publisher": "Creative Techno",
    "title": "كيف تبدأ مشروعك الصغير في عُمان؟",
    "edition": "2026"
  },
  "language": "en",
  "result": {
    "sourceChapter": "book"
  }
}

Input schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "type": "object",
  "properties": {
    "language": {
      "default": "en",
      "type": "string",
      "enum": [
        "ar",
        "en"
      ]
    },
    "competitors": {
      "minItems": 3,
      "maxItems": 20,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "name": {
            "type": "string",
            "minLength": 1,
            "maxLength": 200
          },
          "product": {
            "type": "string",
            "minLength": 1,
            "maxLength": 2000
          },
          "priceOMR": {
            "type": "number",
            "minimum": 0,
            "maximum": 1000000,
            "description": "OMR; calculations use integer baisa internally"
          },
          "strengths": {
            "maxItems": 100,
            "type": "array",
            "items": {
              "type": "string",
              "minLength": 1,
              "maxLength": 500
            }
          },
          "weaknesses": {
            "maxItems": 100,
            "type": "array",
            "items": {
              "type": "string",
              "minLength": 1,
              "maxLength": 500
            }
          },
          "complaints": {
            "maxItems": 100,
            "type": "array",
            "items": {
              "type": "string",
              "minLength": 1,
              "maxLength": 500
            }
          },
          "positioning": {
            "type": "string",
            "minLength": 1,
            "maxLength": 2000
          }
        },
        "required": [
          "name"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "competitors"
  ],
  "additionalProperties": false
}

Output schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "type": "object",
  "properties": {
    "frameworkSource": {
      "type": "object",
      "properties": {
        "publisher": {
          "type": "string",
          "const": "Creative Techno"
        },
        "title": {
          "type": "string",
          "const": "كيف تبدأ مشروعك الصغير في عُمان؟"
        },
        "edition": {
          "type": "string",
          "const": "2026"
        }
      },
      "required": [
        "publisher",
        "title",
        "edition"
      ],
      "additionalProperties": false
    },
    "language": {
      "type": "string",
      "enum": [
        "ar",
        "en"
      ]
    },
    "result": {
      "type": "object",
      "propertyNames": {
        "type": "string"
      },
      "additionalProperties": {}
    }
  },
  "required": [
    "frameworkSource",
    "language",
    "result"
  ],
  "additionalProperties": false
}

Category: Business Planning · hierarchy: supporting · idempotent: yes · side effects: no