{
  "id": 19497,
  "url": "https://iapp.org/news/a/what-an-ai-beauty-advisor-tells-us-about-the-future-of-consumer-data",
  "title": "What an AI beauty advisor tells us about the future of consumer data",
  "summary": "An AI advisor shows how conversational commerce can deepen personalization and access while making privacy, transparency and sensitive data governance central responsibilities for beauty brands.",
  "authors": null,
  "category": "org",
  "topics": "regulation,privacy-surveillance,transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-08-11T07:17:00.000Z",
  "fetched_at": "2026-08-14T05:10:49.168Z",
  "source_slug": "gn-iapp-org",
  "source_name": "IAPP",
  "source_homepage": "https://iapp.org",
  "ethics_ai_record_url": "https://ethics.ai/record/19497",
  "original_url": "https://iapp.org/news/a/what-an-ai-beauty-advisor-tells-us-about-the-future-of-consumer-data",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}