{
  "schema_version": 1,
  "dataset_id": "chatgpt-medical-provider-shortlists-v1.0",
  "title": "ChatGPT Named Most Final-Shortlist Medical Providers in Its First Search Queries",
  "version": "1.0",
  "date_published": "2026-08-18",
  "fieldwork": {
    "start": "2026-08-18T13:35:58Z",
    "end": "2026-08-18T14:10:01Z"
  },
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  "license": "CC-BY-4.0",
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      "first_action_intersection_count": 4,
      "first_action_union_count": 4,
      "first_action_jaccard": 1,
      "final_intersection_count": 2,
      "final_union_count": 6,
      "final_jaccard": 0.3333333333333333
    },
    {
      "prompt_cell_number": 60,
      "pair_number": 1,
      "left_response_number": 155,
      "right_response_number": 156,
      "first_action_intersection_count": 2,
      "first_action_union_count": 4,
      "first_action_jaccard": 0.5,
      "final_intersection_count": 2,
      "final_union_count": 6,
      "final_jaccard": 0.3333333333333333
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    {
      "prompt_cell_number": 61,
      "pair_number": 1,
      "left_response_number": 157,
      "right_response_number": 158,
      "first_action_intersection_count": 1,
      "first_action_union_count": 4,
      "first_action_jaccard": 0.25,
      "final_intersection_count": 3,
      "final_union_count": 5,
      "final_jaccard": 0.6
    },
    {
      "prompt_cell_number": 62,
      "pair_number": 1,
      "left_response_number": 159,
      "right_response_number": 160,
      "first_action_intersection_count": 1,
      "first_action_union_count": 4,
      "first_action_jaccard": 0.25,
      "final_intersection_count": 2,
      "final_union_count": 6,
      "final_jaccard": 0.3333333333333333
    },
    {
      "prompt_cell_number": 63,
      "pair_number": 1,
      "left_response_number": 161,
      "right_response_number": 162,
      "first_action_intersection_count": 3,
      "first_action_union_count": 5,
      "first_action_jaccard": 0.6,
      "final_intersection_count": 3,
      "final_union_count": 5,
      "final_jaccard": 0.6
    },
    {
      "prompt_cell_number": 64,
      "pair_number": 1,
      "left_response_number": 163,
      "right_response_number": 164,
      "first_action_intersection_count": 3,
      "first_action_union_count": 5,
      "first_action_jaccard": 0.6,
      "final_intersection_count": 3,
      "final_union_count": 5,
      "final_jaccard": 0.6
    },
    {
      "prompt_cell_number": 65,
      "pair_number": 1,
      "left_response_number": 165,
      "right_response_number": 166,
      "first_action_intersection_count": 4,
      "first_action_union_count": 4,
      "first_action_jaccard": 1,
      "final_intersection_count": 3,
      "final_union_count": 5,
      "final_jaccard": 0.6
    },
    {
      "prompt_cell_number": 66,
      "pair_number": 1,
      "left_response_number": 167,
      "right_response_number": 168,
      "first_action_intersection_count": 4,
      "first_action_union_count": 4,
      "first_action_jaccard": 1,
      "final_intersection_count": 3,
      "final_union_count": 5,
      "final_jaccard": 0.6
    },
    {
      "prompt_cell_number": 67,
      "pair_number": 1,
      "left_response_number": 169,
      "right_response_number": 170,
      "first_action_intersection_count": 3,
      "first_action_union_count": 6,
      "first_action_jaccard": 0.5,
      "final_intersection_count": 3,
      "final_union_count": 5,
      "final_jaccard": 0.6
    },
    {
      "prompt_cell_number": 68,
      "pair_number": 1,
      "left_response_number": 171,
      "right_response_number": 172,
      "first_action_intersection_count": 3,
      "first_action_union_count": 5,
      "first_action_jaccard": 0.6,
      "final_intersection_count": 2,
      "final_union_count": 6,
      "final_jaccard": 0.3333333333333333
    },
    {
      "prompt_cell_number": 69,
      "pair_number": 1,
      "left_response_number": 173,
      "right_response_number": 174,
      "first_action_intersection_count": 4,
      "first_action_union_count": 4,
      "first_action_jaccard": 1,
      "final_intersection_count": 2,
      "final_union_count": 6,
      "final_jaccard": 0.3333333333333333
    },
    {
      "prompt_cell_number": 70,
      "pair_number": 1,
      "left_response_number": 175,
      "right_response_number": 176,
      "first_action_intersection_count": 2,
      "first_action_union_count": 4,
      "first_action_jaccard": 0.5,
      "final_intersection_count": 2,
      "final_union_count": 6,
      "final_jaccard": 0.3333333333333333
    },
    {
      "prompt_cell_number": 71,
      "pair_number": 1,
      "left_response_number": 177,
      "right_response_number": 178,
      "first_action_intersection_count": 3,
      "first_action_union_count": 4,
      "first_action_jaccard": 0.75,
      "final_intersection_count": 3,
      "final_union_count": 5,
      "final_jaccard": 0.6
    },
    {
      "prompt_cell_number": 72,
      "pair_number": 1,
      "left_response_number": 179,
      "right_response_number": 180,
      "first_action_intersection_count": 0,
      "first_action_union_count": 3,
      "first_action_jaccard": 0,
      "final_intersection_count": 2,
      "final_union_count": 6,
      "final_jaccard": 0.3333333333333333
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  ],
  "prompt_manifest": [
    {
      "prompt_cell_number": 1,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is deciding where to seek fertility care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 2,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to make an initial comparison of local fertility care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 3,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is deciding where to seek fertility care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 4,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to make an initial comparison of local fertility care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 5,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is deciding where to seek fertility care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 6,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to make an initial comparison of local fertility care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 7,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is deciding where to seek orthopedic care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 8,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to make an initial comparison of local orthopedic care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 9,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is deciding where to seek orthopedic care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 10,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to make an initial comparison of local orthopedic care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 11,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is deciding where to seek orthopedic care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 12,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to make an initial comparison of local orthopedic care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 13,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is deciding where to seek ophthalmology care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 14,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to make an initial comparison of local ophthalmology care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 15,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is deciding where to seek ophthalmology care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 16,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to make an initial comparison of local ophthalmology care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 17,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is deciding where to seek ophthalmology care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 18,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to make an initial comparison of local ophthalmology care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 19,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is deciding where to seek urgent care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 20,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to make an initial comparison of local urgent care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 21,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is deciding where to seek urgent care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 22,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to make an initial comparison of local urgent care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 23,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is deciding where to seek urgent care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 24,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to make an initial comparison of local urgent care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 25,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is deciding where to seek primary care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 26,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to make an initial comparison of local primary care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 27,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is deciding where to seek primary care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 28,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to make an initial comparison of local primary care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 29,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is deciding where to seek primary care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 30,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to make an initial comparison of local primary care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 31,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is deciding where to seek bariatric surgery care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 32,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to make an initial comparison of local bariatric surgery care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 33,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is deciding where to seek bariatric surgery care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 34,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to make an initial comparison of local bariatric surgery care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 35,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "A",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is deciding where to seek bariatric surgery care. Which four local providers are worth comparing based on current publicly available information? Use web search. Return exactly four provider names with one short practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 36,
      "scenario": "general-comparison",
      "scenario_label": "Broad comparison",
      "prompt_variant": "B",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 3,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to make an initial comparison of local bariatric surgery care options. Using current public web information, which four providers should be on that comparison list? Give exactly four provider names, one concise practical difference, and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 37,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to arrange fertility care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 38,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to arrange fertility care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 39,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to arrange fertility care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 40,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to arrange orthopedic care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 41,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to arrange orthopedic care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 42,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to arrange orthopedic care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 43,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to arrange ophthalmology care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 44,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to arrange ophthalmology care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 45,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to arrange ophthalmology care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 46,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to arrange urgent care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 47,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to arrange urgent care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 48,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to arrange urgent care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 49,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to arrange primary care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 50,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to arrange primary care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 51,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to arrange primary care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 52,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York wants to arrange bariatric surgery care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 53,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago wants to arrange bariatric surgery care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 54,
      "scenario": "appointment-access",
      "scenario_label": "Appointment access",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston wants to arrange bariatric surgery care and is comparing local providers by practical access, such as locations, scheduling options, appointment access, and service scope. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 55,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is ready to compare local fertility care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 56,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is ready to compare local fertility care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 57,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "fertility",
      "service_line_label": "Fertility",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is ready to compare local fertility care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 58,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is ready to compare local orthopedic care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 59,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is ready to compare local orthopedic care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 60,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "orthopedics",
      "service_line_label": "Orthopedics",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is ready to compare local orthopedic care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 61,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is ready to compare local ophthalmology care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 62,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is ready to compare local ophthalmology care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 63,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "ophthalmology",
      "service_line_label": "Ophthalmology",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is ready to compare local ophthalmology care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 64,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is ready to compare local urgent care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 65,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is ready to compare local urgent care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 66,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "urgent-care",
      "service_line_label": "Urgent care",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is ready to compare local urgent care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 67,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is ready to compare local primary care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 68,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is ready to compare local primary care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 69,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "primary-care",
      "service_line_label": "Primary care",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is ready to compare local primary care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 70,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "new-york",
      "city": "New York",
      "region": "New York",
      "country": "US",
      "timezone": "America/New_York",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in New York is ready to compare local bariatric surgery care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 71,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "chicago",
      "city": "Chicago",
      "region": "Illinois",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Chicago is ready to compare local bariatric surgery care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    },
    {
      "prompt_cell_number": 72,
      "scenario": "cost-insurance",
      "scenario_label": "Cost and insurance",
      "prompt_variant": "fixed",
      "intent": "commercial_provider_selection",
      "service_line": "bariatric-surgery",
      "service_line_label": "Bariatric surgery",
      "metro": "houston",
      "city": "Houston",
      "region": "Texas",
      "country": "US",
      "timezone": "America/Chicago",
      "planned_repeats": 2,
      "brand_named_in_prompt": false,
      "prompt_text": "A patient in Houston is ready to compare local bariatric surgery care providers and wants practical information about cost, insurance, self-pay options, or financing before contacting them. Using current public web information, which four providers should be on the comparison list? Return exactly four provider names with one concise practical distinction and a clickable citation for each. Keep the answer under 180 words. Make a broad citywide initial comparison without asking clarifying questions. Do not provide medical advice or rank clinical quality."
    }
  ],
  "bootstrap": {
    "interval_type": "95% percentile",
    "repetitions": 10000,
    "cluster_unit": "exact prompt cell",
    "scenario_order": [
      "general-comparison",
      "appointment-access",
      "cost-insurance"
    ],
    "retention_seeds": {
      "general-comparison": 2026081810,
      "appointment-access": 2026081811,
      "cost-insurance": 2026081812
    },
    "final_absent_seeds": {
      "general-comparison": 2026081820,
      "appointment-access": 2026081821,
      "cost-insurance": 2026081822
    }
  }
}
