{
  "id": 14516750,
  "title": "AI Search May Surface Third-Party Coverage of Review Replies, Not the Replies Themselves",
  "url": "https://urgent.news/2026/10/14/ai-search-may-surface-third-party-coverage-of-review-replies-not-the",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-14T19:15:30.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/alifar/ai-search-may-surface-third-party-coverage-of-review-replies-not-the-replies-themselves-lif"
  },
  "original_language": "en",
  "account": "AI search technologies, like ChatGPT and Google AI Mode, may not directly display business owner replies to customer reviews found on platforms like Google Business Profiles, Bing Places, or Yelp. Instead, these AI systems are more likely to surface third-party content that discusses or references the problematic reviews or replies. This distinction is crucial, as a business owner's response could potentially be quoted, summarized, or republished elsewhere, thus becoming widely available AI-generated material. The testing conducted by Search Engine Land revealed that AI systems do not retrieve the direct owner responses from the original review sources, but rather content published elsewhere that cited the interaction. This finding implies that a business should not assume its review-profile reply will be the authoritative record when an AI system summarizes an interaction. In essence, review responses should be treated as long-lived public communication, since a poorly judged reply could be quoted or republished elsewhere, and then become material that AI systems can surface when people ask about a company.",
  "summary": "AI search tools can shape how prospective customers encounter a business's reputation, but current results may not reflect review listings in a direct or complete way. Testing reported by Search Engine Land found that ChatGPT and Google AI Mode did not directly display business owner replies from original review platforms such as Google Business Profiles, Bing Places, or Yelp. Instead, their…",
  "key_points": [
    "AI search tools like ChatGPT may not show business owner replies to reviews.",
    "Instead, AI systems likely surface third-party content discussing or referencing reviews."
  ],
  "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."
}