{
  "id": 13171432,
  "title": "A Bad AI Recommendation Can Cost You a Sale",
  "url": "https://urgent.news/2026/10/09/a-bad-ai-recommendation-can-cost-you-a-sale",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-09T17:55:11.000Z",
  "source": {
    "name": "Newsweek",
    "slug": "newsweek",
    "url": "https://www.newsweek.com/a-bad-ai-recommendation-can-cost-you-a-sale-12548840"
  },
  "original_language": "en",
  "account": "Havenly CEO Lee Mayer is noticing artificial intelligence reshaping the move from inspiration to purchase. He warns that recommending a product that doesn't fit the room negates the entire transaction. Havenly uses customers' past reactions to design room layouts that match their preferences and budget. Competing with generative design tools is tricky because of the need for real-world design data tied to customer satisfaction. Profit maximization can undermine the system's trustworthiness. Moving from automation to human intervention adds another layer of complexity, as customers may need to explain their requirements. The goal is to minimize the number of false starts before a designer becomes involved. The focus is on enhancing the customer journey, not replacing human designers.",
  "summary": "AI Impact tracks shopping recommendations, AI-generated care plans and the orchestration layer behind physical automation.",
  "key_points": [
    "AI reshapes inspiration to purchase transition.",
    "Recommending unfit products negates transactions.",
    "Human intervention needed to maintain trustworthiness."
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}