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Inspect Revenue Opportunity

inspect_revenue_opportunity
Read-onlyIdempotent

Use this first when deciding whether a business has recoverable missed-call or follow-up revenue leakage. Returns a score, estimated monthly leak, recoverable revenue, and next action. Execution costs $0.005 via x402 Base USDC.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
zipCodeNoOptional postal code used as business-market context.
industryYesBusiness industry or service category, for example HVAC, roofing, plumbing, legal, or dental.
businessNameNoOptional business name used only to label the result.
interestLevelNoOptional buying/response urgency used to calibrate the recommended commercial action.
followUpMethodYesCurrent follow-up process for missed opportunities: none, manual human follow-up, email, or text/SMS.
averageJobValueNoAverage revenue in USD from one won job or customer opportunity.
missedCallsPerWeekYesEstimated inbound calls missed per week. Use 0 when none are missed.
estimatedRecoveryRateNoExpected fraction of leaked opportunities that can be recovered, from 0 to 1. Omit to use the model default.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYesInspection result containing the leakage score, modeled monthly leak, recoverable revenue estimate, and recommended next action.
paymentYes
proofIdYesUnique KlearFlow proof identifier for this settled paid execution.
priceUsdYesUSDC-denominated execution price settled through x402.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedInput schema / properties / followUpMethod / description
      Added value: +"Current follow-up process for missed opportunities: none, manual human follow-up, email, or text/SMS."
    • addedInput schema / properties / interestLevel / description
      Added value: +"Optional buying/response urgency used to calibrate the recommended commercial action."
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "additionalProperties": false,
      +  "properties": {
      +    "payment": {
      +      "additionalProperties": false,
      +      "properties": {
      +        "network": {
      +          "description": "Payment network identifier, currently Base mainnet eip155:8453.",
      +          "type": "string"
      +        },
      +        "payer": {
      +          "anyOf": [
      +            {
      +              "type": "string"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ],
      +          "description": "Settled payer address when supplied by the payment facilitator."
      +        },
      +        "protocol": {
      +          "const": "x402",
      +          "type": "string"
      +        },
      +        "transaction": {
      +          "anyOf": [
      +            {
      +              "type": "string"
      +            },
      +            {
      +              "type": "null"
      +            }
      +          ],
      +          "description": "Settlement transaction identifier when available."
      +        }
      +      },
      +      "required": [
      +        "protocol",
      +        "payer",
      +        "transaction",
      +        "network"
      +      ],
      +      "type": "object"
      +    },
      +    "priceUsd": {
      +      "description": "USDC-denominated execution price settled through x402.",
      +      "minimum": 0,
      +      "type": "number"
      +    },
      +    "proofId": {
      +      "description": "Unique KlearFlow proof identifier for this settled paid execution.",
      +      "type": "string"
      +    },
      +    "result": {
      +      "additionalProperties": true,
      +      "description": "Inspection result containing the leakage score, modeled monthly leak, recoverable revenue estimate, and recommended next action.",
      +      "type": "object"
      +    }
      +  },
      +  "required": [
      +    "proofId",
      +    "priceUsd",
      +    "payment",
      +    "result"
      +  ],
      +  "type": "object"
      +}
  2. Changed6 schema fields changed
    • addedInput schema / properties / averageJobValue / description
      Added value: +"Average revenue in USD from one won job or customer opportunity."
    • addedInput schema / properties / businessName / description
      Added value: +"Optional business name used only to label the result."
    • addedInput schema / properties / estimatedRecoveryRate / description
      Added value: +"Expected fraction of leaked opportunities that can be recovered, from 0 to 1. Omit to use the model default."
    • addedInput schema / properties / industry / description
      Added value: +"Business industry or service category, for example HVAC, roofing, plumbing, legal, or dental."
    • addedInput schema / properties / missedCallsPerWeek / description
      Added value: +"Estimated inbound calls missed per week. Use 0 when none are missed."
    • addedInput schema / properties / zipCode / description
      Added value: +"Optional postal code used as business-market context."
  3. First observed

TDQS

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