reaction quick derived

{
  "input": {
    "body": {
      "prompt": "Company X launches a $199/month AI note-taker for law firms next week, replacing its $99 plan and adding automatic matter summaries.",
      "context": "Mid-size legaltech vendor with 1,200 customers. Competitors charge $49-149/month. Existing customers were promised no price increases during 2026.",
      "perspectives": [
        "customer",
        "skeptical_customer",
        "competitor",
        "analyst"
      ],
      "output_language": "en"
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "meta": {
        "model": "claude-haiku-4-5-20251001",
        "network": "eip155:8453",
        "provider": "anthropic",
        "price_usd": "0.49",
        "tokens_in": 1602,
        "latency_ms": 35339,
        "tokens_out": 1256
      },
      "version": "0.1.0",
      "confidence": 0.72,
      "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.",
      "request_id": "30af5e94-8f21-430e-8b04-10868494e6a0",
      "generated_at": "2026-09-11T19:20:57.855Z",
      "perspectives": [
        {
          "role": "law_firm_partner",
          "stance": "negative",
          "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.",
          "sentiment": 28,
          "top_appeal": "Automatic matter summaries could cut admin time",
          "top_concern": "100% price increase against a 2026 no-increase promise"
        },
        {
          "role": "skeptical_customer",
          "stance": "negative",
          "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.",
          "sentiment": 22,
          "top_appeal": "None unless grandfathering is offered",
          "top_concern": "Trust erosion and forced migration"
        },
        {
          "role": "competitor",
          "stance": "positive",
          "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.",
          "sentiment": 74,
          "top_appeal": "Immediate churn opportunity",
          "top_concern": "Company X bundling more AI features later"
        },
        {
          "role": "analyst",
          "stance": "mixed",
          "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.",
          "sentiment": 46,
          "top_appeal": "Higher ARPU and AI positioning",
          "top_concern": "Churn among existing customers"
        }
      ],
      "failure_modes": [
        {
          "likelihood": "high",
          "description": "Existing customers churn to $49-149 competitors citing the broken promise."
        },
        {
          "likelihood": "medium",
          "description": "Summaries produce errors in client matters, triggering distrust."
        }
      ],
      "input_integrity": {
        "notes": "",
        "status": "clean"
      },
      "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.",
      "controversy_score": 68,
      "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."
      ],
      "overall_sentiment": 42,
      "market_implications": [
        "Competitors launch switching campaigns targeting Company X customers.",
        "Price anchors in legaltech move toward AI-tiered plans."
      ],
      "negative_probability": 0.62,
      "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."
      ],
      "likely_positive_reactions": [
        "Automatic matter summaries address a real time sink.",
        "Positions Company X as an AI-forward legaltech vendor."
      ]
    }
  }
}