{
  "id": "uc_2026_000071",
  "slug": "scottsmiraclegro-sierra-lawn-garden-agent",
  "title": "How is ScottsMiracle-Gro using an AI agent for customer questions?",
  "answer": "ScottsMiracle-Gro uses a Sierra AI agent for consumer questions. Sierra reports containment rising from 40% to 65% after curated content and knowledge were added.",
  "industry": "consumer-retail",
  "sub_industry": "Consumer products",
  "roles": [
    "customer-support"
  ],
  "function": "support",
  "tasks": [
    "product-advice",
    "order-support"
  ],
  "agent_pattern": "autonomous-agent",
  "autonomy_level": 3,
  "tools": [
    {
      "name": "Sierra AI agent",
      "vendor": "Sierra",
      "url": null,
      "affiliate": false
    }
  ],
  "deployment_status": "production",
  "organization": {
    "name": "ScottsMiracle-Gro",
    "type": "consumer lawn and garden products company",
    "named": true
  },
  "outcomes": [
    {
      "metric": "containment",
      "value": "from 40% to 65%",
      "source_ref": 1,
      "self_reported": true
    }
  ],
  "sources": [
    {
      "url": "https://sierra.ai/customers/scottsmiraclegro",
      "publisher": "Sierra",
      "title": "ScottsMiracle-Gro and Sierra",
      "published": null,
      "type": "vendor-customer-story",
      "quote": "After adding curated content and knowledge, ScottsMiracle-Gro saw their containment rates jump from 40% to 65%.",
      "independent": false,
      "accessed": "2026-10-17",
      "ref": 1
    }
  ],
  "how_it_works": [
    "AI agent answers lawn and garden product questions.",
    "Knowledge base curated to improve answers."
  ],
  "risks_compliance": [
    "Wrong or hallucinated answers to customers; needs guardrails and handoff",
    "Vendor-published results; not independently audited"
  ],
  "medtech_relevance": null,
  "notes": [],
  "models": [],
  "integrations": [],
  "related": [],
  "first_seen": "2026-10-17",
  "last_verified": "2026-10-17",
  "sponsored": false,
  "license": "CC BY 4.0 (summary text); quotes and sources belong to their owners",
  "evidence_grade": "B",
  "grade_rationale": "Named organization with a quantified outcome from the vendor or the organization itself (self-reported).",
  "verification": {
    "checked": "2026-10-17",
    "checker": "pipeline.verify (quote match + outcome-number match)",
    "methods": [
      "auto:fetch"
    ],
    "quotes_matched": 1,
    "quotes_total": 1,
    "claims_matched": 1,
    "claims_total": 1,
    "passed": true
  },
  "url": "https://agentcasefile.com/cases/scottsmiraclegro-sierra-lawn-garden-agent/",
  "industry_label": "Consumer Products & Retail",
  "role_labels": [
    "Customer Support"
  ],
  "vertical": null
}