{
  "calculator": "ai-feature-attribution",
  "title": "AI Feature Attribution",
  "site": "AI Biz Hub",
  "input": {},
  "defaults_used": {
    "total_arr": 2000000,
    "total_users": 5000,
    "ai_specific_users_pct": 30,
    "ai_users_arpu_uplift_percent": 25,
    "ai_infra_monthly_cost": 8000,
    "churn_difference_pct": -2,
    "base_gross_margin_pct": 80
  },
  "result": {
    "aiUsers": 1500,
    "nonAiUsers": 3500,
    "baseArpu": 372.09,
    "aiArpu": 465.12,
    "arrAttributableToAi": 139534.88,
    "annualAiInfraCost": 96000,
    "netAiAttributableArr": 43534.88,
    "grossMarginPercentAiCohort": 66.24,
    "grossMarginPercentNonAiCohort": 80,
    "effectiveChurnReductionPercent": 2,
    "aiCohortArr": 697674.42,
    "arrRetainedByLowerChurn": 13953.49
  },
  "provenance": {
    "run": "https://aibizhub.io/api/run/ai-feature-attribution",
    "page": "https://aibizhub.io/ai-feature-attribution/",
    "methodology": "https://aibizhub.io/ai-feature-attribution/",
    "contract": "https://aibizhub.io/contracts/ai-feature-attribution.json",
    "engine": "https://aibizhub.io/engines/ai-feature-attribution.js",
    "engine_sha256": "d1640df937adaeadea008ef4a4fb65c5f8ab84796808478659930f0958f3776f",
    "build": "42c727dd573e245d1be09199a062c665d7f6f47e",
    "prices_verified": "2026-10-24",
    "prices_source": "https://aidevhub.io/api/models.json"
  },
  "disclaimer": "Business planning estimates — not legal, tax, or accounting advice.",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "cite": "AI Biz Hub, AI Feature Attribution (engine d1640df937ad), https://aibizhub.io/api/run/ai-feature-attribution"
}