{
  "schemaVersion": 1,
  "title": "London Indian dining AI-answer study",
  "window": {
    "start": "2026-10-02",
    "end": "2026-10-03"
  },
  "engines": [
    {
      "id": "google-ai-overview-scraper",
      "collected": 600,
      "usable": 374,
      "empty": 226
    },
    {
      "id": "gemini-scraper",
      "collected": 594,
      "usable": 594,
      "empty": 0
    },
    {
      "id": "chatgpt-scraper",
      "collected": 596,
      "usable": 596,
      "empty": 0
    }
  ],
  "prompts": {
    "total": 200,
    "core": 191,
    "exploratory": 9
  },
  "answers": {
    "collected": 1790,
    "usable": 1564,
    "emptyExcluded": 226,
    "core": 1489,
    "exploratory": 75
  },
  "trackedConcepts": [
    {
      "name": "Dishoom",
      "namedAnswers": 652,
      "namingRatePercent": 43.7878,
      "rank": 1,
      "coveredQuestions": 143
    },
    {
      "name": "Gymkhana",
      "namedAnswers": 321,
      "namingRatePercent": 21.5581,
      "rank": 2,
      "coveredQuestions": 87
    },
    {
      "name": "Kricket",
      "namedAnswers": 289,
      "namingRatePercent": 19.409,
      "rank": 3,
      "coveredQuestions": 92
    },
    {
      "name": "Trishna",
      "namedAnswers": 244,
      "namingRatePercent": 16.3868,
      "rank": 4,
      "coveredQuestions": 81
    },
    {
      "name": "Brigadiers",
      "namedAnswers": 161,
      "namingRatePercent": 10.8126,
      "rank": 5,
      "coveredQuestions": 67
    },
    {
      "name": "Gunpowder",
      "namedAnswers": 133,
      "namingRatePercent": 8.9322,
      "rank": 6,
      "coveredQuestions": 69
    },
    {
      "name": "Veeraswamy",
      "namedAnswers": 126,
      "namingRatePercent": 8.4621,
      "rank": 7,
      "coveredQuestions": 53
    },
    {
      "name": "Masala Zone",
      "namedAnswers": 124,
      "namingRatePercent": 8.3277,
      "rank": 8,
      "coveredQuestions": 56
    },
    {
      "name": "Amaya",
      "namedAnswers": 93,
      "namingRatePercent": 6.2458,
      "rank": 9,
      "coveredQuestions": 44
    },
    {
      "name": "BiBi",
      "namedAnswers": 90,
      "namingRatePercent": 6.0443,
      "rank": 10,
      "coveredQuestions": 37
    },
    {
      "name": "Sagar",
      "namedAnswers": 79,
      "namingRatePercent": 5.3056,
      "rank": 11,
      "coveredQuestions": 29
    },
    {
      "name": "Hoppers",
      "namedAnswers": 61,
      "namingRatePercent": 4.0967,
      "rank": 12,
      "coveredQuestions": 35
    },
    {
      "name": "Chutney Mary",
      "namedAnswers": 58,
      "namingRatePercent": 3.8952,
      "rank": 13,
      "coveredQuestions": 35
    },
    {
      "name": "Cinnamon Bazaar",
      "namedAnswers": 57,
      "namingRatePercent": 3.8281,
      "rank": 14,
      "coveredQuestions": 35
    },
    {
      "name": "Ambassadors Clubhouse",
      "namedAnswers": 51,
      "namingRatePercent": 3.4251,
      "rank": 15,
      "coveredQuestions": 33
    },
    {
      "name": "Mowgli Street Food",
      "namedAnswers": 30,
      "namingRatePercent": 2.0148,
      "rank": 16,
      "coveredQuestions": 14
    },
    {
      "name": "Shree Krishna Vada Pav",
      "namedAnswers": 24,
      "namingRatePercent": 1.6118,
      "rank": 17,
      "coveredQuestions": 11
    },
    {
      "name": "Cinnamon Kitchen",
      "namedAnswers": 17,
      "namingRatePercent": 1.1417,
      "rank": 18,
      "coveredQuestions": 9
    },
    {
      "name": "Tamarind of Mayfair",
      "namedAnswers": 16,
      "namingRatePercent": 1.0745,
      "rank": 19,
      "coveredQuestions": 15
    },
    {
      "name": "Patri",
      "namedAnswers": 13,
      "namingRatePercent": 0.8731,
      "rank": 20,
      "coveredQuestions": 5
    },
    {
      "name": "Tamarind Kitchen",
      "namedAnswers": 6,
      "namingRatePercent": 0.403,
      "rank": 21,
      "coveredQuestions": 6
    },
    {
      "name": "Sakonis",
      "namedAnswers": 2,
      "namingRatePercent": 0.1343,
      "rank": 22,
      "coveredQuestions": 2
    }
  ],
  "identityReview": {
    "method": "Contextual assistant-text review separates Tamarind of Mayfair, Tamarind Kitchen and ingredient mentions.",
    "mayfairCorrectedNames": 16,
    "originalProviderMayfairLabels": 1,
    "historicalContextNames": 1,
    "namingIsNotEndorsement": true
  },
  "archiveSha256": "9b06512e4f6edd4601e1de77f57f7b7e245b0792d1d104f2333b60076c182d9e",
  "analysisSha256": "c3cd7c09021400cc2c526cb1ce1794e341bdb73d7a4012a8c76858efb1281ff4",
  "methodology": {
    "namingRate": "Distinct eligible usable assistant answers naming a restaurant divided by 1,489.",
    "questionCoverage": "Distinct eligible questions with at least one named usable answer divided by 191.",
    "rankingScope": "22 tracked concepts; public guide shows top 15. Designed London question set, not search-volume weighted.",
    "notMeasured": [
      "Taste",
      "Sales",
      "Bookings",
      "Consumer preference"
    ],
    "sourceRetrieval": "Distinct usable core answers retrieving at least one page from the stated domain. Retrieval is not endorsement or proof of causation."
  }
}