{
  "name": "Banc de citabilité IA de 589 sites français",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "source": "https://luparlia.fr/pourquoi-les-ia-ne-te-citent-pas",
  "citation": "Luparlia, banc de citabilité IA, 589 sites français mesurés le 2026-09-05",
  "measuredOn": "2026-09-05",
  "method": {
    "scaleVersion": 4,
    "checks": 29,
    "description": "Scan déterministe de la page d'accueil, sans modèle de langage",
    "grid": "https://luparlia.fr/methode"
  },
  "corpus": {
    "sitesMeasured": 589,
    "sectors": 79,
    "towns": 64,
    "families": 17,
    "cappedScores": 4,
    "sectorsDetailedHere": 11,
    "sitesCoveredByDetail": 206
  },
  "categories": [
    {
      "id": "A",
      "label": "Découvrabilité et fraîcheur",
      "achievementRatePercent": 82,
      "pointsEarned": 1307,
      "pointsAvailable": 1594
    },
    {
      "id": "B",
      "label": "Accès des robots IA",
      "achievementRatePercent": 98,
      "pointsEarned": 7507,
      "pointsAvailable": 7657
    },
    {
      "id": "C",
      "label": "Contenu lisible sans JavaScript",
      "achievementRatePercent": 94,
      "pointsEarned": 17079,
      "pointsAvailable": 18259
    },
    {
      "id": "D",
      "label": "Contenu citable et structure",
      "achievementRatePercent": 56,
      "pointsEarned": 8204,
      "pointsAvailable": 14727
    }
  ],
  "deficits": [
    {
      "id": "D9",
      "shareOfDeficitPercent": 58,
      "sitesFailingPercent": 93
    },
    {
      "id": "C1",
      "shareOfDeficitPercent": 8,
      "sitesFailingPercent": 14
    },
    {
      "id": "D5",
      "shareOfDeficitPercent": 7,
      "sitesFailingPercent": 51
    },
    {
      "id": "D2",
      "shareOfDeficitPercent": 6,
      "sitesFailingPercent": 47
    },
    {
      "id": "D3",
      "shareOfDeficitPercent": 5,
      "sitesFailingPercent": 52
    },
    {
      "id": "C6",
      "shareOfDeficitPercent": 4,
      "sitesFailingPercent": 32
    },
    {
      "id": "A4",
      "shareOfDeficitPercent": 3,
      "sitesFailingPercent": 26
    },
    {
      "id": "D1",
      "shareOfDeficitPercent": 2,
      "sitesFailingPercent": 27
    },
    {
      "id": "C3",
      "shareOfDeficitPercent": 2,
      "sitesFailingPercent": 22
    },
    {
      "id": "D6",
      "shareOfDeficitPercent": 1,
      "sitesFailingPercent": 18
    },
    {
      "id": "B1",
      "shareOfDeficitPercent": 1,
      "sitesFailingPercent": 5
    }
  ],
  "sectors": [
    {
      "label": "Architectes",
      "sitesMeasured": 35,
      "medianScore": 73,
      "noCitableContentPercent": 100
    },
    {
      "label": "Restaurants",
      "sitesMeasured": 20,
      "medianScore": 73,
      "noCitableContentPercent": 100
    },
    {
      "label": "Boulangeries",
      "sitesMeasured": 11,
      "medianScore": 76,
      "noCitableContentPercent": 100
    },
    {
      "label": "Notaires",
      "sitesMeasured": 15,
      "medianScore": 77,
      "noCitableContentPercent": 100
    },
    {
      "label": "Électriciens",
      "sitesMeasured": 16,
      "medianScore": 79,
      "noCitableContentPercent": 100
    },
    {
      "label": "Avocats",
      "sitesMeasured": 17,
      "medianScore": 80,
      "noCitableContentPercent": 100
    },
    {
      "label": "Plombiers et chauffagistes",
      "sitesMeasured": 37,
      "medianScore": 85,
      "noCitableContentPercent": 92
    },
    {
      "label": "Opticiens",
      "sitesMeasured": 17,
      "medianScore": 86,
      "noCitableContentPercent": 94
    },
    {
      "label": "Presse quotidienne",
      "sitesMeasured": 17,
      "medianScore": 86,
      "noCitableContentPercent": 53
    },
    {
      "label": "Vétérinaires",
      "sitesMeasured": 11,
      "medianScore": 87,
      "noCitableContentPercent": 100
    },
    {
      "label": "Agences immobilières",
      "sitesMeasured": 10,
      "medianScore": 87,
      "noCitableContentPercent": 90
    }
  ],
  "accessibleCitability": {
    "citableSites": 39,
    "ofWhichNothingBlocked": 29,
    "exemplaryNothingBlocked": 28,
    "examples": [
      {
        "business": "une librairie strasbourgeoise",
        "score": 73
      },
      {
        "business": "un serrurier niçois",
        "score": 92
      },
      {
        "business": "un graphiste indépendant parisien",
        "score": 100
      }
    ]
  },
  "pressControl": {
    "outlets": 18,
    "blockingBotsPercent": 89,
    "citabilityDeficitPercent": 17,
    "citabilityDeficitRestOfCorpusPercent": 57
  },
  "note": "Agrégats uniquement. Les noms des sites mesurés ne sont pas publiés."
}