reaction 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",
        "network": "eip155:8453",
        "provider": "anthropic",
        "price_usd": "0.49",
        "tokens_in": 1900,
        "latency_ms": 9800,
        "tokens_out": 1500
      },
      "version": "0.1.0",
      "confidence": 0.66,
      "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": "4c5e0e6a-2f1d-4b6c-9a8e-1d2f3a4b5c6d",
      "generated_at": "2026-09-04T12:00:00.000Z",
      "perspectives": [
        {
          "role": "customer",
          "stance": "negative",
          "headline": "A broken promise costs more than the feature is worth",
          "reasoning": "Existing firms remember the no-increase commitment; a 100% jump feels like a bait-and-switch even if summaries save time.",
          "sentiment": 30,
          "top_appeal": "Automatic matter summaries",
          "top_concern": "Price doubling against an explicit promise"
        },
        {
          "role": "skeptical_customer",
          "stance": "negative",
          "headline": "Summaries must be accurate before anyone pays double",
          "reasoning": "Lawyers will test summaries against their own notes and churn if accuracy or confidentiality is unclear.",
          "sentiment": 24,
          "top_appeal": "Reduced admin time if accuracy holds",
          "top_concern": "Accuracy and confidentiality of AI summaries"
        },
        {
          "role": "competitor",
          "stance": "positive",
          "headline": "An opening to win price-sensitive firms",
          "reasoning": "Rivals at $49-149 can campaign on the broken promise and offer migration deals to unhappy customers.",
          "sentiment": 72,
          "top_appeal": "Immediate switching incentive",
          "top_concern": "Company X bundling more features later"
        },
        {
          "role": "analyst",
          "stance": "mixed",
          "headline": "Revenue upside real, churn risk underpriced",
          "reasoning": "Doubling ARPU could lift revenue, but a promise reversal invites churn and reputational damage that erodes the gain.",
          "sentiment": 48,
          "top_appeal": "Higher ARPU and AI positioning",
          "top_concern": "Churn among the 1,200 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 doubles its plan price to $199/month while adding automatic matter summaries, despite a 2026 no-increase promise.",
      "controversy_score": 74,
      "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 one new feature.",
        "AI summaries raise confidentiality and accuracy questions for legal work."
      ],
      "overall_sentiment": 38,
      "market_implications": [
        "Competitors launch switching campaigns targeting Company X customers.",
        "Price anchors in legaltech move toward AI-tiered plans."
      ],
      "negative_probability": 0.58,
      "positive_probability": 0.31,
      "recommended_adjustments": [
        "Grandfather existing customers at $99 through 2026 as promised.",
        "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 vendor."
      ]
    }
  }
}