{
  "title": "What AI engines cited when asked about iso certification on 10 October 2026",
  "measured_on": "2026-10-10",
  "published_by": "The Assurance Desk (theassurancedesk.com)",
  "method": "A single dated snapshot of the Desk’s existing UK buyer-question panel. Gemini 2.5 Flash was queried through its search-enabled API; Google AI Mode and AI Overviews were captured through the existing search-results collector. These are three Google services, not three independent companies. Each recorded question/service pair is counted once. We count recorded citation entries, including repeats inside an answer; a website counts once per answer in the website-frequency table. Domains come from the URL host, with www. removed; subdomains remain separate. An official link means ico.org.uk, gov.uk or its subdomains, a .gov host, or europa.eu and its subdomains. UKAS, ISO and IAPP are not counted in that narrow official category.",
  "limits": "This topic contains 7 of the panel’s 45 selected buyer questions, covering providers and practical choices rather than law alone. We report 19 recorded answers from 10 October 2026. Gemini and AI Mode have an answer for every selected question; AI Overviews coverage is incomplete. Missing records are not zero citations and do not prove that no overview was shown. A recorded answer with no citation entries means none were captured, not that no sources exist. No comparisons of engine quality, accuracy, popularity, all-web market share or change over time follow from this sample. There are no dedicated ISO 27001, SOC 2, Cyber Essentials or ransomware questions in this panel. The API run location is not a verified UK human browsing location; UK describes the question framing. Citations do not endorse the cited organisation.",
  "questions": [
    "can the same company prepare us for iso 42001 and certify us",
    "how do i check an iso certificate is genuine",
    "iso 42001 certification bodies uk",
    "iso 42001 certification cost uk for a small company",
    "iso 42001 consultant vs certification body",
    "which certification bodies are accredited to certify iso 42001 in the uk",
    "who helps you prepare for iso 42001 certification uk"
  ],
  "topic_question_ids": [
    "p003",
    "p004",
    "p017",
    "p024",
    "p027",
    "p039",
    "p043"
  ],
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    "answers_citing_a_source": 19,
    "sources_cited": 134,
    "official_cited": 4,
    "answers_citing_an_official_source": 4,
    "different_websites": 80
  },
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      "questions_in_topic": 7,
      "answers_with_citations": 7,
      "recorded_links": 68,
      "official_links": 1
    },
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      "official_links": 1
    },
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      "engine": "Google AI Overviews",
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      "answers_with_citations": 5,
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      "official_links": 2
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      "question_id": "p003",
      "engine": "Gemini 2.5 Flash (API)",
      "date": "2026-10-10",
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      "date": "2026-10-10",
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      "date": "2026-10-10",
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      "date": "2026-10-10",
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