[
  {
    "id": "S01",
    "claim": "November 2 historical organic, link, DR and AI counts",
    "url": "https://app.ahrefs.com/site-explorer/overview?target=u50.com&mode=subdomains",
    "source_type": "vendor API",
    "publication_or_observation_date": "2026-11-02",
    "event_date": "2026-11-02",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "2 keywords; 2 estimated monthly visits; DR 2.7; 925 live domains; 0 corpus citations",
    "evidence_class": "observational",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Vendor estimates; all-country organic totals; AI corpus is not market share. Queries and raw results saved locally."
  },
  {
    "id": "S02",
    "claim": "Archived full sitemap crawl and selected rendered journeys",
    "url": null,
    "source_type": "archived site evidence",
    "publication_or_observation_date": "2026-10-26",
    "event_date": "2026-10-26",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "28 missing descriptions; 57 product pages",
    "evidence_class": "observational",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "104 HTML pages; exact Nov 2 state not established; rendered review census absent.",
    "availability": "Retained in local audit archive; not published"
  },
  {
    "id": "S03",
    "claim": "Live October 20 changes",
    "url": null,
    "source_type": "archived site evidence",
    "publication_or_observation_date": "2026-10-20",
    "event_date": "2026-10-20",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "Two buying guides and size-chart redirect verified",
    "evidence_class": "observational",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Admin saved counts can differ from rendered coverage; source record and later crawl used together.",
    "availability": "Retained in local audit archive; not published"
  },
  {
    "id": "S04",
    "claim": "October 27 implementation remains unpublished",
    "url": null,
    "source_type": "archived site evidence",
    "publication_or_observation_date": "2026-10-27",
    "event_date": "2026-10-27",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "Ten theme files staged; 21 descriptions and 16 collection bodies unapplied",
    "evidence_class": "observational",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "No later pre-cutoff publication receipt found; no claim that current live theme is unchanged.",
    "availability": "Retained in local audit archive; not published"
  },
  {
    "id": "S05",
    "claim": "UCP buyer-consent support",
    "url": "https://shopify.dev/changelog/posts/checkout-mcp-and-cart-mcp-now-support-ucp-buyer-consent",
    "source_type": "official announcement",
    "publication_or_observation_date": "2026-10-16",
    "event_date": "2026-10-16",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "No site outcome measured",
    "evidence_class": "documented platform behavior",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Conditional agent integration; no SEO or citation lift demonstrated."
  },
  {
    "id": "S06",
    "claim": "UCP /buy permalink capability",
    "url": "https://shopify.dev/changelog/posts/cart-and-checkout-permalinks-now-support-ucp-at-buy",
    "source_type": "official announcement",
    "publication_or_observation_date": "2026-10-28",
    "event_date": "2026-10-28",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "No site outcome measured",
    "evidence_class": "documented platform behavior",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Platform availability does not verify U50 deployment; existing /cart links remain supported."
  },
  {
    "id": "S07",
    "claim": "Global Catalog REST retirement effective at cutoff",
    "url": "https://shopify.dev/changelog/posts/global-catalog-rest-api-stops-serving-traffic-on-november-2-2026",
    "source_type": "official announcement",
    "publication_or_observation_date": "2026-10-09",
    "event_date": "2026-11-02",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "No site outcome measured",
    "evidence_class": "documented platform behavior",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Only applies if an integration calls the legacy endpoint; no such U50 dependency established."
  },
  {
    "id": "S08",
    "claim": "Bing separates training and grounding preferences",
    "url": "https://blogs.bing.com/search/2026/10/your-content-your-choice-clearer-preferences-for-training-and-grounding/",
    "source_type": "official announcement",
    "publication_or_observation_date": "2026-10-30",
    "event_date": "2027-02-01",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "No site outcome measured",
    "evidence_class": "documented platform behavior",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Announced before cutoff; effective February 1, 2027, not an October rollout. No U50 control changes."
  },
  {
    "id": "S09",
    "claim": "AI citations vary substantially across repeated observations",
    "url": "https://ahrefs.com/blog/how-stable-are-ai-citations/",
    "source_type": "vendor study",
    "publication_or_observation_date": "2026-10-29",
    "event_date": "2026-10-29",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "Approximately 37,500 citations followed; repeat measurements needed",
    "evidence_class": "observational",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Vendor dataset; 20 days, five tools, first-disappearance tracking; not a controlled U50 experiment."
  },
  {
    "id": "S10",
    "claim": "Foundational useful content and technical SEO remain relevant for Google AI features",
    "url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide",
    "source_type": "official guidance",
    "publication_or_observation_date": "2026-05-15",
    "event_date": "2026-05-15",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "No site outcome measured",
    "evidence_class": "documented platform behavior",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Older foundation, not a new October change; current page accessed retrospectively and not version-locked."
  },
  {
    "id": "S11",
    "claim": "October documentation updates: URL structure and user-generated spam",
    "url": "https://developers.google.com/search/updates",
    "source_type": "official changelog",
    "publication_or_observation_date": "2026-10-26",
    "event_date": "2026-10-26",
    "access_date": "2026-11-06T06:36:04.100Z",
    "surface_region": "Specified in source; U50 target English/US",
    "measured_outcome": "No site outcome measured",
    "evidence_class": "documented platform behavior",
    "confidence": "high for recorded facts; limited for outcomes",
    "limitations": "Do not turn URL separator clarification into a wholesale handle migration; dynamic changelog may include later items."
  }
]