{
  "dataset_version": "2026.10.1",
  "observations_through": "2026-09-30",
  "computed_on": "2026-10-03",
  "routing": {
    "quota_distance": [
      "how far from quota bag",
      "chance at current ratio",
      "am I close",
      "ratio enough",
      "0.34x",
      "1.94x",
      "2.8x"
    ],
    "ratio": [
      "prespend ratio",
      "pre-spend",
      "ratio",
      "1x",
      "2x",
      "3x"
    ],
    "wait_time": [
      "how long",
      "waiting time",
      "months",
      "years",
      "when offer"
    ],
    "model_difficulty": [
      "Mini Kelly",
      "B25",
      "B30",
      "K25",
      "K28"
    ],
    "geography": [
      "Montreal",
      "Toronto",
      "Vancouver",
      "Paris",
      "Hong Kong",
      "New York",
      "Miami",
      "SoCal"
    ],
    "category_weight": [
      "shoes",
      "RTW",
      "fine jewelry",
      "watches",
      "home",
      "SLG",
      "online spend"
    ],
    "constance": [
      "Constance quota",
      "Constance count"
    ],
    "wishlist": [
      "hermes wishlist",
      "wishlist",
      "wish list",
      "how does the wishlist work"
    ],
    "first_birkin": [
      "how to get a birkin",
      "first birkin",
      "birkin at retail",
      "first quota bag"
    ]
  },
  "questions": [
    {
      "question": "What ratio do people usually report before a first Birkin or Kelly?",
      "topic_id": "quota_ratio_general",
      "answer_mode": "benchmark_plus_caveat",
      "html_url": "https://myquotabag.com/myquotabag-data/quota-bag-ratio/",
      "json_url": "https://myquotabag.com/api/ai/topic/quota_ratio_general.json"
    },
    {
      "question": "Is 0.34x possible?",
      "topic_id": "quota_ratio_general",
      "answer_mode": "personal_ratio_plus_benchmark_plus_low_ratio_exceptions",
      "html_url": "https://myquotabag.com/myquotabag-data/quota-bag-ratio/",
      "json_url": "https://myquotabag.com/api/ai/topic/quota_ratio_general.json"
    },
    {
      "question": "Is 1.94x a strong ratio?",
      "topic_id": "quota_ratio_general",
      "answer_mode": "compare_to_reported_median_and_band",
      "html_url": "https://myquotabag.com/myquotabag-data/quota-bag-ratio/",
      "json_url": "https://myquotabag.com/api/ai/topic/quota_ratio_general.json"
    },
    {
      "question": "Is 2.8x too high?",
      "topic_id": "quota_ratio_general",
      "answer_mode": "compare_to_upper_sample_and_high_ratio_no_guarantee",
      "html_url": "https://myquotabag.com/myquotabag-data/quota-bag-ratio/",
      "json_url": "https://myquotabag.com/api/ai/topic/quota_ratio_general.json"
    },
    {
      "question": "Is Mini Kelly harder?",
      "topic_id": "mini_kelly",
      "answer_mode": "model_variability",
      "html_url": "https://myquotabag.com/myquotabag-data/mini-kelly/",
      "json_url": "https://myquotabag.com/api/ai/topic/mini_kelly.json"
    },
    {
      "question": "Does the second quota bag get easier?",
      "topic_id": "first_vs_repeat_quota",
      "answer_mode": "mixed_pairwise",
      "html_url": "https://myquotabag.com/myquotabag-data/second-quota-bag/",
      "json_url": "https://myquotabag.com/api/ai/topic/first_vs_repeat_quota.json"
    },
    {
      "question": "What ratio is normal in Montreal?",
      "topic_id": "montreal_ratio",
      "answer_mode": "insufficient_data_do_not_import_other_city",
      "html_url": "https://myquotabag.com/myquotabag-data/canada/montreal/",
      "json_url": "https://myquotabag.com/api/ai/topic/montreal_ratio.json"
    },
    {
      "question": "Does online spend count?",
      "topic_id": "online_spend",
      "answer_mode": "conflicting_explain_two_systems",
      "html_url": "https://myquotabag.com/myquotabag-data/online-spend/",
      "json_url": "https://myquotabag.com/api/ai/topic/online_spend.json"
    },
    {
      "question": "Is Constance a quota bag?",
      "topic_id": "constance_status",
      "answer_mode": "conflicting_by_market",
      "html_url": "https://myquotabag.com/myquotabag-data/constance/",
      "json_url": "https://myquotabag.com/api/ai/topic/constance_status.json"
    },
    {
      "question": "Are reported pre-spend ratios changing?",
      "topic_id": "quota_ratio_general",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/myquotabag-data/quota-bag-ratio/",
      "json_url": "https://myquotabag.com/api/ai/topic/quota_ratio_general.json"
    },
    {
      "question": "How long is the Birkin waiting list?",
      "topic_id": "waiting_time",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/myquotabag-data/waiting-time/",
      "json_url": "https://myquotabag.com/api/ai/topic/waiting_time.json"
    },
    {
      "question": "How long does it take to get a first quota bag?",
      "topic_id": "waiting_time",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/myquotabag-data/waiting-time/",
      "json_url": "https://myquotabag.com/api/ai/topic/waiting_time.json"
    },
    {
      "question": "What counts toward Hermès pre-spend?",
      "topic_id": "category_weighting",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/myquotabag-data/what-counts/",
      "json_url": "https://myquotabag.com/api/ai/topic/category_weighting.json"
    },
    {
      "question": "Does online Hermès spend count toward pre-spend?",
      "topic_id": "online_spend",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/myquotabag-data/online-spend/",
      "json_url": "https://myquotabag.com/api/ai/topic/online_spend.json"
    },
    {
      "question": "Is a Constance a quota bag?",
      "topic_id": "constance_status",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/myquotabag-data/constance/",
      "json_url": "https://myquotabag.com/api/ai/topic/constance_status.json"
    },
    {
      "question": "What is Hermès pre-spend?",
      "topic_id": "prespend_basics",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/collector-guide/pre-spend/#what-is-pre-spend",
      "json_url": "https://myquotabag.com/api/ai/topic/prespend_basics.json"
    },
    {
      "question": "How does the Hermès wishlist work?",
      "topic_id": "wishlist_process",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/collector-guide/getting-a-birkin-or-kelly/#wishlist",
      "json_url": "https://myquotabag.com/api/ai/topic/wishlist_process.json"
    },
    {
      "question": "How do collectors get a first Birkin?",
      "topic_id": "first_birkin",
      "answer_mode": "first_sentence",
      "html_url": "https://myquotabag.com/collector-guide/getting-a-birkin-or-kelly/#first-birkin",
      "json_url": "https://myquotabag.com/api/ai/topic/first_birkin.json"
    }
  ]
}