{
  "tool": {
    "slug": "app-store-review-miner",
    "title": "App Store Review Miner",
    "category": "Product Intelligence",
    "description": "Extract themes, bugs, feature requests, sentiment, and revenue-risk signals from compact review samples.",
    "buyerIntent": "Use when a product agent needs quick prioritization from user feedback.",
    "tokenValue": "Turns review text into ranked product actions without a broad analysis prompt.",
    "method": "POST",
    "rawBlueprintSlug": "sentiment-analysis-classifier",
    "priceUSDC": 0.007,
    "latencyTargetMs": 280,
    "status": "live-preview",
    "tags": [
      "reviews",
      "product",
      "sentiment",
      "features"
    ],
    "requestSchema": {
      "type": "object",
      "required": [
        "subject"
      ],
      "properties": {
        "subject": {
          "type": "string",
          "description": "Company, page, API, document, product, dataset, or decision being scored."
        },
        "context": {
          "type": "string",
          "description": "Compact notes, extracted text, rows summary, page copy, or structured brief."
        },
        "url": {
          "type": "string"
        },
        "data": {
          "type": "object",
          "description": "Optional structured facts, metrics, rows, or extracted fields."
        },
        "signals": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "goal": {
          "type": "string",
          "description": "Decision the buying agent wants to make."
        },
        "constraints": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "timeframe": {
          "type": "string"
        },
        "market": {
          "type": "string"
        },
        "currency": {
          "type": "string"
        }
      }
    },
    "responseSchema": {
      "type": "object",
      "properties": {
        "tool": {
          "type": "string"
        },
        "subject": {
          "type": "string"
        },
        "score": {
          "type": "integer"
        },
        "grade": {
          "type": "string"
        },
        "confidence": {
          "type": "string"
        },
        "findings": {
          "type": "array",
          "items": {
            "type": "object"
          }
        },
        "priorityActions": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "missingInputs": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "machineActions": {
          "type": "array",
          "items": {
            "type": "object"
          }
        },
        "evidenceRequests": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "monetizationAngle": {
          "type": "string"
        }
      }
    },
    "sampleRequest": {
      "subject": "Mobile wallet reviews",
      "context": "Users mention failed payments, confusing backup phrase flow, slow support, and good exchange rates.",
      "goal": "Rank product fixes."
    },
    "sampleResponse": {
      "tool": "app-store-review-miner",
      "subject": "Mobile wallet reviews",
      "score": 78,
      "grade": "B",
      "confidence": "medium",
      "findings": [
        {
          "id": "input-coverage",
          "status": "warn",
          "severity": "medium",
          "message": "App Store Review Miner has enough context for first-pass triage, but live evidence would improve confidence."
        }
      ],
      "priorityActions": [
        "Add source URLs or structured data for higher-confidence scoring.",
        "Expose the result as JSON so downstream agents can act without parsing prose."
      ],
      "missingInputs": [
        "sourceUrls",
        "freshMetrics"
      ],
      "machineActions": [
        {
          "action": "collect_evidence",
          "target": "sourceUrls",
          "priority": "high"
        }
      ],
      "evidenceRequests": [
        "Provide compact facts, source URLs, and any hard numeric metrics."
      ],
      "monetizationAngle": "A small paid triage result can save one or more model calls when the buyer only needs a ranked decision."
    },
    "endpoint": "/api/v1/agent-tools/app-store-review-miner/",
    "absoluteEndpoint": "https://elpa.space/api/v1/agent-tools/app-store-review-miner/",
    "pageUrl": "https://elpa.space/agent-tools/#app-store-review-miner",
    "rawBlueprintUrl": "https://elpa.space/raw/sentiment-analysis-classifier",
    "priceLabel": "0.007 USDC"
  },
  "payment": {
    "protocol": "x402",
    "implementation": "x402 v2 exact EVM facilitator with legacy Base USDC transaction-hash fallback",
    "network": "Base",
    "networkCaip2": "eip155:8453",
    "currency": "USDC",
    "tokenContract": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
    "recipientAddress": "0xd9d6ae1d5a2128fea511460fac8e4dea58baf153",
    "paymentHeaders": [
      "PAYMENT-SIGNATURE",
      "X-PAYMENT",
      "x402-tx-hash (legacy)"
    ],
    "challengeHeader": "PAYMENT-REQUIRED",
    "responseHeader": "PAYMENT-RESPONSE",
    "facilitatorEnv": [
      "X402_FACILITATOR_URL",
      "X402_FACILITATOR_AUTHORIZATION"
    ],
    "maxTimeoutSeconds": 120,
    "priceUSDC": 0.007,
    "x402": {
      "x402Version": 2,
      "resource": {
        "url": "https://elpa.space/api/v1/agent-tools/app-store-review-miner/",
        "description": "Extract themes, bugs, feature requests, sentiment, and revenue-risk signals from compact review samples.",
        "mimeType": "application/json",
        "serviceName": "ELPA Agent Tools",
        "tags": [
          "reviews",
          "product",
          "sentiment",
          "features"
        ],
        "iconUrl": "https://elpa.space/logo.svg"
      },
      "accepts": [
        {
          "scheme": "exact",
          "network": "eip155:8453",
          "amount": "7000",
          "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
          "payTo": "0xd9d6ae1d5a2128fea511460fac8e4dea58baf153",
          "maxTimeoutSeconds": 120,
          "extra": {
            "name": "USDC",
            "version": "2",
            "decimals": 6
          }
        }
      ],
      "paymentRequired": {
        "x402Version": 2,
        "error": "PAYMENT-SIGNATURE header is required",
        "resource": {
          "url": "https://elpa.space/api/v1/agent-tools/app-store-review-miner/",
          "description": "Extract themes, bugs, feature requests, sentiment, and revenue-risk signals from compact review samples.",
          "mimeType": "application/json",
          "serviceName": "ELPA Agent Tools",
          "tags": [
            "reviews",
            "product",
            "sentiment",
            "features"
          ],
          "iconUrl": "https://elpa.space/logo.svg"
        },
        "accepts": [
          {
            "scheme": "exact",
            "network": "eip155:8453",
            "amount": "7000",
            "asset": "0x833589fcd6edb6e08f4c7c32d4f71b54bda02913",
            "payTo": "0xd9d6ae1d5a2128fea511460fac8e4dea58baf153",
            "maxTimeoutSeconds": 120,
            "extra": {
              "name": "USDC",
              "version": "2",
              "decimals": 6
            }
          }
        ],
        "extensions": {
          "bazaar": {
            "info": {
              "discoverable": true,
              "category": "Product Intelligence",
              "tags": [
                "reviews",
                "product",
                "sentiment",
                "features"
              ],
              "input": {
                "subject": "Mobile wallet reviews",
                "context": "Users mention failed payments, confusing backup phrase flow, slow support, and good exchange rates.",
                "goal": "Rank product fixes."
              },
              "output": {
                "tool": "app-store-review-miner",
                "subject": "Mobile wallet reviews",
                "score": 78,
                "grade": "B",
                "confidence": "medium",
                "findings": [
                  {
                    "id": "input-coverage",
                    "status": "warn",
                    "severity": "medium",
                    "message": "App Store Review Miner has enough context for first-pass triage, but live evidence would improve confidence."
                  }
                ],
                "priorityActions": [
                  "Add source URLs or structured data for higher-confidence scoring.",
                  "Expose the result as JSON so downstream agents can act without parsing prose."
                ],
                "missingInputs": [
                  "sourceUrls",
                  "freshMetrics"
                ],
                "machineActions": [
                  {
                    "action": "collect_evidence",
                    "target": "sourceUrls",
                    "priority": "high"
                  }
                ],
                "evidenceRequests": [
                  "Provide compact facts, source URLs, and any hard numeric metrics."
                ],
                "monetizationAngle": "A small paid triage result can save one or more model calls when the buyer only needs a ranked decision."
              }
            },
            "schema": {
              "type": "object",
              "properties": {
                "discoverable": {
                  "type": "boolean"
                },
                "category": {
                  "type": "string"
                },
                "tags": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                },
                "input": {
                  "type": "object",
                  "required": [
                    "subject"
                  ],
                  "properties": {
                    "subject": {
                      "type": "string",
                      "description": "Company, page, API, document, product, dataset, or decision being scored."
                    },
                    "context": {
                      "type": "string",
                      "description": "Compact notes, extracted text, rows summary, page copy, or structured brief."
                    },
                    "url": {
                      "type": "string"
                    },
                    "data": {
                      "type": "object",
                      "description": "Optional structured facts, metrics, rows, or extracted fields."
                    },
                    "signals": {
                      "type": "array",
                      "items": {
                        "type": "string"
                      }
                    },
                    "goal": {
                      "type": "string",
                      "description": "Decision the buying agent wants to make."
                    },
                    "constraints": {
                      "type": "array",
                      "items": {
                        "type": "string"
                      }
                    },
                    "timeframe": {
                      "type": "string"
                    },
                    "market": {
                      "type": "string"
                    },
                    "currency": {
                      "type": "string"
                    }
                  }
                },
                "output": {
                  "type": "object",
                  "properties": {
                    "tool": {
                      "type": "string"
                    },
                    "subject": {
                      "type": "string"
                    },
                    "score": {
                      "type": "integer"
                    },
                    "grade": {
                      "type": "string"
                    },
                    "confidence": {
                      "type": "string"
                    },
                    "findings": {
                      "type": "array",
                      "items": {
                        "type": "object"
                      }
                    },
                    "priorityActions": {
                      "type": "array",
                      "items": {
                        "type": "string"
                      }
                    },
                    "missingInputs": {
                      "type": "array",
                      "items": {
                        "type": "string"
                      }
                    },
                    "machineActions": {
                      "type": "array",
                      "items": {
                        "type": "object"
                      }
                    },
                    "evidenceRequests": {
                      "type": "array",
                      "items": {
                        "type": "string"
                      }
                    },
                    "monetizationAngle": {
                      "type": "string"
                    }
                  }
                }
              }
            }
          }
        }
      },
      "paymentRequiredBase64": "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",
      "facilitator": {
        "url": "https://api.cdp.coinbase.com/platform/v2/x402",
        "verify": "/verify",
        "settle": "/settle"
      },
      "legacy": {
        "enabled": true,
        "header": "x402-tx-hash",
        "note": "Legacy Base USDC transaction-hash receipts remain accepted for manual testing, but PAYMENT-SIGNATURE is the primary x402 path."
      }
    }
  }
}