{
  "published_utc": "2026-10-22T07:43:27+00:00",
  "scope": "First-party, AI-assisted single-company observation. Not a ranking study.",
  "prompt": "Search the web: what does Aitoma at aitoma.ai do today, who is it for, and what evidence is available for its finished content? Cite your sources and distinguish demonstrated examples from marketing claims.",
  "observations": [
    {
      "platform": "Gemini",
      "recorded_utc": "2026-10-22T07:28:18.818353+00:00",
      "interface": "Gemini web, Flash, fresh temporary conversation",
      "attempts": 1,
      "citation_targets_verified": [
        "https://aitoma.ai/resources"
      ],
      "accuracy_notes": [
        "Adds Instagram/TikTok attribution to NAIARA stories without established support.",
        "Calls integrations and research workflows demonstrated evidence without an independent runtime test.",
        "Uses stronger autonomous ad-management phrasing than approval and spend controls warrant."
      ],
      "method": "Opened citation popovers for examples library and NAIARA statements; visible links point to resource hub text fragments. Other source buttons not individually verified.",
      "completed": true
    },
    {
      "platform": "ChatGPT",
      "recorded_utc": "2026-10-22T07:30:03.247965+00:00",
      "interface": "ChatGPT web temporary conversation; model not exposed in captured selector",
      "attempts": 1,
      "citation_targets_verified": [
        "https://aitoma.ai/",
        "https://aitoma.studio/",
        "https://es.linkedin.com/company/aitoma-ai"
      ],
      "accuracy_notes": [
        "Introduces aitoma.ai as intelligence lab, then acknowledges current marketing-agent homepage later without reconciling.",
        "Repeats retired Studio adoption and financial claims as unverified historical marketing.",
        "Adds unrelated illustrative image results; does label them as not actual Aitoma outputs."
      ],
      "method": "Visible direct source links in completed answer.",
      "completed": true
    }
  ],
  "limits": [
    "Both prompts name Aitoma and its domain.",
    "Temporary conversations do not eliminate account or regional effects.",
    "One completed answer per platform; no corrective follow-up.",
    "No causal effect attributed to any site change or submission.",
    "Summaries only; private account UI and full responses not published."
  ],
  "separate_live_verification": {
    "utc": "2026-10-22T07:29:40.290488+00:00",
    "checks": [
      {
        "url": "https://aitoma.studio/",
        "status": 308,
        "location": "https://www.aitoma.studio/",
        "contains_old_intelligence_lab_copy": false,
        "contains_2700_claim": false,
        "contains_current_title": false
      },
      {
        "url": "https://www.aitoma.studio/",
        "status": 308,
        "location": "https://aitoma.ai/",
        "contains_old_intelligence_lab_copy": false,
        "contains_2700_claim": false,
        "contains_current_title": false
      },
      {
        "url": "https://aitoma.ai/",
        "status": 200,
        "location": null,
        "contains_old_intelligence_lab_copy": false,
        "contains_2700_claim": false,
        "contains_current_title": true
      }
    ]
  }
}