ToolAssay

Competitor intelligence for autonomous agents, including competitor types, reaso

Competitor intelligence for autonomous agents, including competitor types, reasons, confidence scores, and source URLs.

Answeringour last check, 2026-10-24
1 of 1checks answered this week
359 msmedian answer time
$0.3listed price per call
$0.3price it asked us

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

POST https://api.qonoro.ai/v1/competitors/analyze

CategoryEverything else
Provider hostapi.qonoro.ai
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days1 from 1 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-10-24 valid payment request 402$0.3 359 ms

Example input (from the provider)

{
  "body": {
    "company_name": "Linear",
    "depth": "standard",
    "website": "https://linear.app"
  },
  "bodyType": "json",
  "inputSchema": {
    "properties": {
      "company_name": {
        "description": "Company name to research",
        "type": "string"
      },
      "depth": {
        "default": "standard",
        "enum": [
          "standard",
          "deep"
        ],
        "type": "string"
      },
      "website": {
        "description": "Official company website",
        "type": "string"
      }
    },
    "required": [
      "company_name"
    ],
    "type": "object"
  },
  "method": "POST",
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "properties": {
            "company_name": {
              "description": "Company name to research",
              "type": "string"
            },
            "depth": {
              "default": "standard",
              "enum": [
                "standard",
                "deep"
              ],
              "type": "string"
            },
            "website": {
              "description": "Official company website",
              "type": "string"
            }
          },
          "required": [
            "company_name"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "inputSchema": {
          "type": "object"
        },
        "method": {
          "enum": [
            "POST",
            "PUT",
            "PATCH"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "properties": {
            "cache_hit": {
              "type": "boolean"
            },
            "company_name": {
              "type": "string"
            },
            "competitive_summary": {
              "type": "string"
            },
            "competitors": {
              "items": {
                "properties": {
                  "competitor_type": {
                    "enum": [
                      "direct",
                      "indirect",
                      "alternative",
                      "platform"
                    ],
                    "type": "string"
                  },
                  "confidence": {
                    "type": "number"
                  },
                  "evidence_level": {
                    "enum": [
                      "high",
                      "medium",
                      "low"
                    ],
                    "type": "string"
                  },
                  "market_position": {
                    "type": "string"
                  },
                  "name": {
                    "type": "string"
                  },
                  "reason": {
                    "type": "string"
                  },
                  "source_urls": {
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "confidence_score": {
              "type": "number"
            },
            "market_category": {
              "type": "string"
            },
            "positioning": {
              "type": "string"
            },
            "quality_warnings": {
              "type": "array"
            },
            "recommended_actions": {
              "type": "array"
            },
            "response_time_ms": {
              "type": "number"
            },
            "sources": {
              "type": "array"
            }
          },
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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