{
  "research_id": "TEL-ENERGY-CHOICE-IT-2026-W1",
  "title": "AI Energy Choice in Italia 2026 — Wave 1",
  "publisher": {
    "name": "Telescop Research",
    "url": "https://telescop.it/research/",
    "id": "https://telescop.it/research/#organization"
  },
  "canonical_url": "https://telescop.it/research/ai-energy-choice-italia/",
  "date_published": "2026-09-12",
  "date_modified": "2026-09-23",
  "collection_period": {
    "label": "Wave 1 · Settembre 2026",
    "timezone": "Europe/Rome"
  },
  "market": "Mercato retail luce e gas in Italia",
  "language": "it-IT",
  "surfaces": [
    "ChatGPT",
    "Gemini",
    "Google AI Overview",
    "Google AI Mode"
  ],
  "suppliers_published": 19,
  "primary_generic_panel": {
    "decision_moments_eligible": 245,
    "replicates": 3,
    "expected_observations": 2940,
    "valid_observations": 2938
  },
  "supplier_response_corpus": {
    "total": 2589,
    "by_surface": {
      "ChatGPT": 732,
      "Gemini": 733,
      "Google AI Overview": 553,
      "Google AI Mode": 571
    }
  },
  "methodology": {
    "recommendation_engine_baseline": "v1.4.1.5",
    "pipeline": [
      "Text blocks",
      "entity linking",
      "claim extraction",
      "claim validation",
      "deterministic supplier aggregation",
      "research metrics"
    ],
    "metrics": [
      "Exposure",
      "Consideration",
      "Recommendation",
      "First Choice"
    ],
    "note": "Recommendation è pubblicata nella Wave 1 solo per ChatGPT; per Gemini e le superfici Google la sintesi pubblica utilizza Exposure."
  },
  "public_findings": [
    {
      "metric": "Exposure media cross-surface",
      "supplier": "Sorgenia",
      "value_percent": 58.865
    },
    {
      "metric": "Recommendation lower bound",
      "surface": "ChatGPT",
      "supplier": "Sorgenia",
      "value_percent": 47.268
    },
    {
      "metric": "Exposure",
      "surface": "ChatGPT",
      "supplier": "Sorgenia",
      "value_percent": 84.426
    },
    {
      "metric": "Exposure",
      "surface": "Gemini",
      "supplier": "Edison Energia",
      "value_percent": 75.58
    },
    {
      "metric": "Exposure",
      "surface": "Google AI Mode",
      "supplier": "Sorgenia",
      "value_percent": 57.793
    },
    {
      "metric": "Exposure",
      "surface": "Google AI Overview",
      "supplier": "Plenitude",
      "value_percent": 47.197
    }
  ],
  "access": {
    "public_web_summary": {
      "accessible_for_free": true
    },
    "complete_report": {
      "accessible_for_free": false,
      "offers_eur": {
        "Premium Research": 2900,
        "Corporate Intelligence": 4900,
        "Agency / Advisory": 4900
      }
    }
  },
  "public_assets": {
    "metadata_json": "https://telescop.it/research/ai-energy-choice-italia/data/research-metadata.json",
    "summary_csv": "https://telescop.it/research/ai-energy-choice-italia/data/public-summary.csv",
    "bibtex": "https://telescop.it/research/ai-energy-choice-italia/data/citation.bib",
    "ris": "https://telescop.it/research/ai-energy-choice-italia/data/citation.ris"
  },
  "disclosure": "Il dataset pubblico contiene solo dati già esposti nella sintesi web. Non include ranking Premium completi, corpus provider, prompt panel completo o asset R&D proprietari."
}