{
  "x402Version": 2,
  "id": 8188,
  "slug": "8188",
  "resource": "https://reactionpulse-production.reactionpulse-x402.workers.dev/v1/reaction/quick",
  "description": "Quick audience reaction check: sentiment analysis and customer feedback simulation for a product launch, announcement, pricing change or decision from 3 stakeholder perspectives. POST JSON {prompt, context?}. Strict JSON: sentiment, objections, risks, fixes. $0.15 USDC on Base, ~10 s.",
  "type": "http",
  "accepts": [
    {
      "scheme": "exact",
      "network": "eip155:8453",
      "payTo": "0x5AE4864faD7C30A0A903BB7F7F807b9501e35AD8",
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "amount": "150000",
      "maxTimeoutSeconds": 120
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  "outputSchema": {
    "bazaar": {
      "info": {
        "input": {
          "body": {
            "context": "Mid-size legaltech vendor with 1,200 customers. Competitors charge $49-149/month. Existing customers were promised no price increases during 2026.",
            "output_language": "en",
            "perspectives": [
              "customer",
              "skeptical_customer",
              "competitor",
              "analyst"
            ],
            "prompt": "Company X launches a $199/month AI note-taker for law firms next week, replacing its $99 plan and adding automatic matter summaries."
          },
          "bodyType": "json",
          "method": "POST",
          "type": "http"
        },
        "output": {
          "example": {
            "confidence": 0.72,
            "controversy_score": 68,
            "disclaimer": "Analytical multi-perspective simulation generated by a language model. It does not represent real people, a survey, or calibrated probabilities, and it does not predict future events with certainty.",
            "failure_modes": [
              {
                "description": "Existing customers churn to $49-149 competitors citing the broken promise.",
                "likelihood": "high"
              },
              {
                "description": "Summaries produce errors in client matters, triggering distrust.",
                "likelihood": "medium"
              }
            ],
            "generated_at": "2026-09-11T19:20:57.855Z",
            "input_integrity": {
              "notes": "",
              "status": "clean"
            },
            "key_uncertainties": [
              "Actual time saved per matter by the summaries.",
              "Whether the new plan includes other upgrades not described."
            ],
            "likely_objections": [
              "The 2026 no-increase promise is being broken.",
              "A 100% price increase is not justified by a single new feature.",
              "$199 sits above the $49-149 competitor range."
            ],
            "likely_positive_reactions": [
              "Automatic matter summaries address a real time sink.",
              "Positions Company X as an AI-forward legaltech vendor."
            ],
            "market_implications": [
              "Competitors launch switching campaigns targeting Company X customers.",
              "Price anchors in legaltech move toward AI-tiered plans."
            ],
            "meta": {
              "latency_ms": 35339,
              "model": "claude-haiku-4-5-20251001",
              "network": "eip155:8453",
              "price_usd": "0.49",
              "provider": "anthropic",
              "tokens_in": 1602,
              "tokens_out": 1256
            },
            "negative_probability": 0.62,
            "overall_sentiment": 42,
            "perspectives": [
              {
                "headline": "Doubling costs without clear ROI justification.",
                "reasoning": "Price doubles while value-add is one feature; partners will demand proof that matter summaries save billable time before accepting the increase.",
                "role": "law_firm_partner",
                "sentiment": 28,
                "stance": "negative",
                "top_appeal": "Automatic matter summaries could cut admin time",
                "top_concern": "100% price increase against a 2026 no-increase promise"
              },
              {
                "headline": "A broken promise, not an upgrade.",
                "reasoning": "Existing customers were told prices would not rise in 2026; forcing a migration to $199 reads as bait-and-switch regardless of the new feature.",
                "role": "skeptical_customer",
                "sentiment": 22,
                "stance": "negative",
                "top_appeal": "None unless grandfathering is offered",
                "top_concern": "Trust erosion and forced migration"
              },
              {
                "headline": "An opening to poach price-sensitive firms.",
                "reasoning": "Rivals at $49-149 can run switching campaigns aimed at the 1,200 customers who feel misled by the increase.",
                "role": "competitor",
                "sentiment": 74,
                "stance": "positive",
                "top_appeal": "Immediate churn opportunity",
                "top_concern": "Company X bundling more AI features later"
              },
              {
                "headline": "Revenue upside real, churn risk underpriced.",
                "reasoning": "Doubling ARPU lifts revenue only if churn stays below roughly 50%; a promise reversal makes that assumption fragile.",
                "role": "analyst",
                "sentiment": 46,
                "stance": "mixed",
                "top_appeal": "Higher ARPU and AI positioning",
                "top_concern": "Churn among existing customers"
              }
            ],
            "positive_probability": 0.38,
            "recommended_adjustments": [
              "Honor the 2026 price lock for existing customers; grandfather them at $99.",
              "Offer $199 as an optional AI tier with a 30-day accuracy trial."
            ],
            "request_id": "30af5e94-8f21-430e-8b04-10868494e6a0",
            "subject_summary": "Company X launches a $199/month AI note-taker for law firms, doubling the price from $99 while adding automatic matter summaries and replacing the previous plan tier.",
            "version": "0.1.0"
          },
          "type": "json"
        }
      },
      "schema": {
        "$schema": "https://json-schema.org/draft/2020-12/schema",
        "properties": {
          "input": {
            "additionalProperties": false,
            "properties": {
              "body": {
                "additionalProperties": false,
                "properties": {
                  "audience": {
                    "description": "Optional primary audience the subject targets.",
                    "maxLength": 200,
                    "type": "string"
                  },
                  "context": {
                    "description": "Optional background: company, market, target segment, constraints, prior history.",
                    "maxLength": 4000,
                    "type": "string"
                  },
                  "output_language": {
                    "default": "en",
                    "description": "ISO language code for the output text.",
                    "pattern": "^[a-z]{2}(-[A-Za-z]{2})?$",
                    "type": "string"
                  },
                  "perspectives": {
                    "description": "Optional preferred perspectives. Suggested values: customer, skeptical_customer, developer, investor, competitor, early_adopter, analyst, content_creator, regulatory_risk, market, employee, partner. Free-text roles are accepted.",
                    "items": {
                      "maxLength": 40,
                      "type": "string"
                    },
                    "maxItems": 8,
                    "type": "array"
                  },
                  "prompt": {
                    "description": "The subject to simulate reactions to: a product launch, announcement, price change, decision, news item, hypothesis, proposal or URL description. Plain text.",
                    "maxLength": 6000,
                    "minLength": 8,
                    "type": "string"
                  }
                },
                "required": [
                  "prompt"
                ],
                "type": "object"
              },
              "bodyType": {
                "enum": [
                  "json",
                  "form-data",
                  "text"
                ],
                "type": "string"
              },
              "method": {
                "enum": [
                  "POST"
                ],
                "type": "string"
              },
              "type": {
                "const": "http",
                "type": "string"
              }
            },
            "required": [
              "type",
              "method",
              "bodyType",
              "body"
            ],
            "type": "object"
          },
          "output": {
            "properties": {
              "example": {
                "properties": {
                  "confidence": {
                    "maximum": 1,
                    "minimum": 0,
                    "type": "number"
                  },
                  "controversy_score": {
                    "maximum": 100,
                    "minimum": 0,
                    "type": "number"
                  },
                  "disclaimer": {
                    "type": "string"
                  },
                  "failure_modes": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "description": {
                          "maxLength": 300,
                          "minLength": 1,
                          "type": "string"
                        },
                        "likelihood": {
                          "enum": [
                            "low",
                            "medium",
                            "high"
                          ],
                          "type": "string"
                        }
                      },
                      "required": [
                        "description",
                        "likelihood"
                      ],
                      "type": "object"
                    },
                    "maxItems": 10,
                    "type": "array"
                  },
                  "generated_at": {
                    "description": "ISO 8601 timestamp (UTC).",
                    "type": "string"
                  },
                  "input_integrity": {
                    "additionalProperties": false,
                    "properties": {
                      "notes": {
                        "maxLength": 300,
                        "type": "string"
                      },
                      "status": {
                        "enum": [
                          "clean",
                          "suspicious"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "status",
                      "notes"
                    ],
                    "type": "object"
                  },
                  "key_uncertainties": {
                    "items": {
                      "maxLength": 300,
                      "minLength": 1,
                      "type": "string"
                    },
                    "maxItems": 10,
                    "type": "array"
                  },
                  "likely_objections": {
                    "items": {
                      "maxLength": 300,
                      "minLength": 1,
                      "type": "string"
                    },
                    "maxItems": 10,
                    "type": "array"
                  },
                  "likely_positive_reactions": {
                    "items": {
                      "maxLength": 300,
                      "minLength": 1,
                      "type": "string"
                    },
                    "maxItems": 10,
                    "type": "array"
                  },
                  "market_implications": {
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                      "maxLength": 300,
                      "minLength": 1,
                      "type": "string"
                    },
                    "maxItems": 10,
                    "type": "array"
                  },
                  "meta": {
                    "properties": {
                      "latency_ms": {
                        "type": "integer"
                      },
                      "model": {
                        "type": "string"
                      },
                      "network": {
                        "type": "string"
                      },
                      "price_usd": {
                        "type": "string"
                      },
                      "provider": {
                        "type": "string"
                      },
                      "tokens_in": {
                        "type": "integer"
                      },
                      "tokens_out": {
                        "type": "integer"
                      }
                    },
                    "required": [
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                      "provider",
                      "latency_ms",
                      "tokens_in",
                      "tokens_out",
                      "price_usd",
                      "network"
                    ],
                    "type": "object"
                  },
                  "negative_probability": {
                    "maximum": 1,
                    "minimum": 0,
                    "type": "number"
                  },
                  "overall_sentiment": {
                    "maximum": 100,
                    "minimum": 0,
                    "type": "number"
                  },
                  "perspectives": {
                    "items": {
                      "additionalProperties": false,
                      "properties": {
                        "headline": {
                          "maxLength": 200,
                          "minLength": 1,
                          "type": "string"
                        },
                        "reasoning": {
                          "maxLength": 900,
                          "minLength": 1,
                          "type": "string"
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                        "role": {
                          "maxLength": 60,
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                          "type": "string"
                        },
                        "sentiment": {
                          "maximum": 100,
                          "minimum": 0,
                          "type": "number"
                        },
                        "stance": {
                          "enum": [
                            "positive",
                            "mixed",
                            "negative",
                            "indifferent"
                          ],
                          "type": "string"
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                        "top_appeal": {
                          "maxLength": 300,
                          "type": "string"
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                        "top_concern": {
                          "maxLength": 300,
                          "type": "string"
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                        "sentiment",
                        "headline",
                        "reasoning",
                        "top_concern",
                        "top_appeal"
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                    "maxItems": 8,
                    "minItems": 3,
                    "type": "array"
                  },
                  "positive_probability": {
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                    "minimum": 0,
                    "type": "number"
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                  "recommended_adjustments": {
                    "items": {
                      "maxLength": 300,
                      "minLength": 1,
                      "type": "string"
                    },
                    "maxItems": 10,
                    "type": "array"
                  },
                  "request_id": {
                    "description": "Server-generated UUID for this execution.",
                    "type": "string"
                  },
                  "subject_summary": {
                    "maxLength": 600,
                    "minLength": 1,
                    "type": "string"
                  },
                  "version": {
                    "type": "string"
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                },
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                  "version",
                  "generated_at",
                  "subject_summary",
                  "overall_sentiment",
                  "positive_probability",
                  "negative_probability",
                  "controversy_score",
                  "perspectives",
                  "likely_objections",
                  "likely_positive_reactions",
                  "failure_modes",
                  "market_implications",
                  "recommended_adjustments",
                  "key_uncertainties",
                  "confidence",
                  "input_integrity",
                  "meta",
                  "disclaimer"
                ],
                "type": "object"
              },
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                "type": "string"
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            },
            "required": [
              "type"
            ],
            "type": "object"
          }
        },
        "required": [
          "input"
        ],
        "type": "object"
      }
    }
  },
  "tags": [
    "bazaar"
  ],
  "sourceHost": "reactionpulse-production.reactionpulse-x402.workers.dev",
  "lastUpdated": "2026-09-12T13:57:29.089Z",
  "quality": {
    "calls30d": 1,
    "uniquePayers30d": 1,
    "lastCalledAt": "2026-09-12T13:57:28.659Z"
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  "liveness": {},
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  "featured": false,
  "provider": {
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    "manifest_name": "reactionpulse-production.reactionpulse-x402.workers.dev",
    "source": "cdp-mirror",
    "source_manifest_url": "https://api.cdp.coinbase.com/platform/v2/x402/discovery/resources",
    "submitted_at": "2026-09-18T22:00:31.484Z"
  }
}