{
  "review_date": "2026-09-27",
  "language": "sl",
  "client": "Boostup",
  "source": "user-supplied DOCX transcript; not independently rerun",
  "expected_answers": 24,
  "supplied_answers": 13,
  "missing_answers": 11,
  "questions": [
    {
      "id": 1,
      "text": "Katera je najboljša Google Ads agencija v Sloveniji?",
      "set": "original"
    },
    {
      "id": 2,
      "text": "Katero marketing agencijo v Mariboru priporočate za pridobivanje leadov?",
      "set": "original"
    },
    {
      "id": 3,
      "text": "Katera agencija je dobra za Meta Ads oglaševanje v Sloveniji?",
      "set": "original"
    },
    {
      "id": 4,
      "text": "Katera performance marketing agencija v Sloveniji prinaša dejanske rezultate?",
      "set": "original"
    },
    {
      "id": 5,
      "text": "Zakaj Google Ads kampanje ne prinašajo povpraševanj in kdo to lahko popravi?",
      "set": "original"
    },
    {
      "id": 6,
      "text": "Imam storitveno podjetje v Sloveniji. Spletna stran dobiva obisk, vendar premalo kakovostnih povpraševanj. Katero agencijo priporočate za izboljšanje tega in zakaj?",
      "set": "new"
    }
  ],
  "results": [
    {
      "question_id": 1,
      "system": "ChatGPT",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 1,
      "system": "Gemini",
      "status": "named_as_provider",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 1,
      "system": "Copilot",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 1,
      "system": "Perplexity",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 2,
      "system": "ChatGPT",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 2,
      "system": "Gemini",
      "status": "not_named",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 2,
      "system": "Copilot",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 2,
      "system": "Perplexity",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 3,
      "system": "ChatGPT",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 3,
      "system": "Gemini",
      "status": "named_as_provider",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 3,
      "system": "Copilot",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 3,
      "system": "Perplexity",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 4,
      "system": "ChatGPT",
      "status": "not_named",
      "prompt_assignment": "inferred_from_answer",
      "verified_citation_url": null
    },
    {
      "question_id": 4,
      "system": "Gemini",
      "status": "named_as_provider",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 4,
      "system": "Copilot",
      "status": "not_named",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 4,
      "system": "Perplexity",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 5,
      "system": "ChatGPT",
      "status": "not_named",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 5,
      "system": "Gemini",
      "status": "named_as_provider",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 5,
      "system": "Copilot",
      "status": "not_named",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 5,
      "system": "Perplexity",
      "status": "missing",
      "prompt_assignment": "missing",
      "verified_citation_url": null
    },
    {
      "question_id": 6,
      "system": "ChatGPT",
      "status": "not_named",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 6,
      "system": "Gemini",
      "status": "named_as_provider",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 6,
      "system": "Copilot",
      "status": "not_named",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    },
    {
      "question_id": 6,
      "system": "Perplexity",
      "status": "not_named",
      "prompt_assignment": "explicit",
      "verified_citation_url": null
    }
  ],
  "gemini": {
    "original_questions": {
      "named": 4,
      "available": 5
    },
    "new_question": {
      "named": 1,
      "available": 1
    },
    "combined": {
      "named": 5,
      "available": 6
    }
  },
  "new_question_all_systems": {
    "named": 1,
    "available": 4
  },
  "limitations": [
    "One supplied answer per available question and system; repeated-run consistency not measured.",
    "ChatGPT question 4 assignment inferred; its original prompt is absent.",
    "Conversation isolation, memory, search modes and exact model versions are unverified.",
    "Source URLs were not preserved; website citations are not counted.",
    "The first five prompts repeat historical questions; question 6 is new.",
    "May report and September transcripts are separate snapshots; no continuous visibility or causal uplift is established.",
    "No lead, sales, click-through or revenue attribution is available."
  ],
  "historical_findings": [
    {
      "date": "2026-05-31",
      "system": "ChatGPT",
      "query_category": "Meta Ads agency Slovenia",
      "status": "named_as_provider",
      "source": "AXO-8 week-five report, page 2",
      "evidence_type": "historical report summary, not September transcript"
    }
  ],
  "engagement_context": {
    "period": "April–May 2026",
    "approximate_duration": "1.5 months",
    "regular_monitoring_or_improvements_by_AXO_after_end": false,
    "context_source": "Rok, project operator, confirmed 2026-09-27",
    "causal_effect_of_discontinuation": "not established by these snapshots",
    "client_decision_as_reported_by_operator": "Client considered signals strong enough and ended the engagement before the recommended three months.",
    "recommended_duration_months": 3
  },
  "client_url": "https://boostup.si/",
  "identity_note": "Client name disclosed with project owner permission on 2026-10-18. Previously published transcript excerpts retain [agencija]; answers and counts were not rerun or changed."
}