{
  "id": 16091159,
  "title": "N.S. woman says duct-cleaning company used AI-generated photos to fake work",
  "url": "https://urgent.news/2026/10/22/n-s-woman-says-duct-cleaning-company-used-ai-generated-photos-to-fake",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-22T19:12:16.000Z",
  "source": {
    "name": "Global News",
    "slug": "global-news",
    "url": "https://globalnews.ca/news/12113258/nova-scotia-duct-cleaning-ai-photos/"
  },
  "original_language": "en",
  "account": "A Dartmouth, Nova Scotia woman, Shernette Smith, claims a duct-cleaning company used AI-generated images to deceive her into believing work was completed, when in fact it had not. Smith encountered the company through an advertisement on Facebook Marketplace for a $150 duct-cleaning service. Upon engaging with the company, Smith was assured that their team would thoroughly clean her home's air ducts, with an additional charge of $250 for more extensive work. Upon completion, the company provided Smith with photos showcasing a \"clean\" blower motor, which she deemed impressive. However, after the service, Smith noticed the motor remained unclean, leading her to believe she had been scammed. The company, Fresh Air Quality, boasts testimonials on their website, but cybersecurity experts have revealed these reviews are associated with various other businesses. Furthermore, AI researchers have identified AI-generated watermarks on the photos provided to Smith. The National Air Duct Cleaners Association advises consumers to exercise caution when hiring such services, as the industry is largely unregulated and some companies may resort to deceptive practices. Smith plans to be more vigilant before engaging with similar companies.",
  "summary": "A Dartmouth, N.S. woman says her recent experience with a duct-cleaning company has left her feeling scammed and alleges she was shown AI-generated photos of supposed work.",
  "key_points": [
    "Dartmouth woman Shernette Smith claims AI-generated photos used by duct-cleaning company.",
    "Fresh Air Quality's testimonials are associated with various businesses, experts reveal.",
    "National Air Duct Cleaners Association warns of deceptive practices in unregulated industry."
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 2,
    "also_reported_by": [
      {
        "outlet": "Punch",
        "title": "2027 elections: EU raises the alarm over AI-generated fake news",
        "url": "https://urgent.news/2026/10/22/2027-elections-eu-raises-the-alarm-over-ai-generated-fake-news",
        "published": "2026-10-22T16:31:08.000Z"
      }
    ]
  },
  "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."
}