{
  "observed_at": "2026-10-26",
  "method": "Bounded public web search and returned thread excerpts, not exhaustive Reddit collection. Older and newer discussions mixed. No account, private-community access, personal bodies, handles, votes or member profiles retained.",
  "evidence_state": "question_discovery_only",
  "limits": [
    "Search-selected, self-selected anecdotes are not representative demand or willingness to pay.",
    "Forum assertions are not verified answers.",
    "Derived kit ideas are theme-inspired hypotheses, not claims that each precise question was asked."
  ],
  "signals": [
    {
      "id": "transfer-interpretation",
      "theme": "Transfer",
      "question": "How can major preparation, admission requirements and graduation requirements be distinguished?",
      "url": "https://www.reddit.com/r/TransferStudents/comments/1jiajmk",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "transfer-year",
      "theme": "Transfer",
      "question": "What changes when an articulation agreement is updated for a new academic year?",
      "url": "https://www.reddit.com/r/TransferStudents/comments/1sq3c2i/highschooler_going_through_with_the_cc_transfer/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "transfer-missing",
      "theme": "Transfer",
      "question": "What does an unavailable or unarticulated prerequisite mean for a pathway?",
      "url": "https://www.reddit.com/r/TransferStudents/comments/1rywumm/cc_transfer_to_uc_1_year_need_help/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "transfer-alternatives",
      "theme": "Transfer",
      "question": "Where can students investigate equivalent courses when a local section is full?",
      "url": "https://www.reddit.com/r/TransferStudents/comments/1rxhipz/new_to_the_transfer_process/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "transfer-tool-reuse",
      "theme": "Transfer",
      "question": "Which existing transfer planners already reduce planning effort?",
      "url": "https://www.reddit.com/r/TransferStudents/comments/1t9um61/i_spent_the_last_few_years_building_a_free_ccc_to/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "afford-income",
      "theme": "Affordability",
      "question": "How do college costs after grants differ across reported income bands?",
      "url": "https://www.reddit.com/r/dataisbeautiful/comments/l9cven",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "afford-outcomes",
      "theme": "Affordability",
      "question": "How can reported cost and graduation outcomes be compared without implying causation?",
      "url": "https://www.reddit.com/r/dataisbeautiful/comments/ci56y3",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "afford-denominator",
      "theme": "Affordability",
      "question": "What costs are included in a college affordability comparison?",
      "url": "https://www.reddit.com/r/dataisbeautiful/comments/cigv8t",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "shortlist-tradeoffs",
      "theme": "College Fit",
      "question": "How should cost, program fit and application effort shape a college shortlist?",
      "url": "https://www.reddit.com/r/ApplyingToCollege/comments/13s378x/how_many_schools_are_too_many/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "career-resilience",
      "theme": "Careers",
      "question": "Which indicators help compare career transitions and employment stability?",
      "url": "https://www.reddit.com/r/careerguidance/comments/1ijx94w",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "graduate-funding",
      "theme": "Graduate Funding",
      "question": "How do funding duration, tuition waivers and living costs change a graduate offer?",
      "url": "https://www.reddit.com/r/gradadmissions/comments/16z32tp",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "graduate-duration",
      "theme": "Graduate Funding",
      "question": "How do program duration and payment timing affect graduate affordability?",
      "url": "https://www.reddit.com/r/gradadmissions/comments/1rwq9im/how_is_everyone_covering_their_tuition/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "local-business-demand",
      "theme": "Business",
      "question": "How can a local business test interest before treating population statistics as demand?",
      "url": "https://www.reddit.com/r/smallbusiness/comments/1sbj4dm/how_to_go_about_conducting_market_research_how_to/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "schedule-fit",
      "theme": "Sports",
      "question": "How do available lineup slots change the usefulness of scheduled games?",
      "url": "https://www.reddit.com/r/fantasybball/comments/1w4mr49/we_built_a_free_tool_to_find_the_nba_schedules/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "schedule-fairness",
      "theme": "Sports",
      "question": "How do schedule imbalances or postponements affect a weekly comparison?",
      "url": "https://www.reddit.com/r/fantasybball/comments/1hz3ehe/do_these_game_postponements_underscore_the_need/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "schedule-complement",
      "theme": "Sports",
      "question": "When can fewer scheduled games still produce more usable opportunities?",
      "url": "https://www.reddit.com/r/fantasybball/comments/18l9evu",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "reusable-dashboards",
      "theme": "Operations",
      "question": "How can reusable definitions and measures support customizable reports?",
      "url": "https://www.reddit.com/r/PowerBI/comments/1jptjhl/how_do_you_manage_bi_in_your_company/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "dashboard-audiences",
      "theme": "Operations",
      "question": "How can non-specialists explore a dashboard without rebuilding its data model?",
      "url": "https://www.reddit.com/r/datascience/comments/1kl55q1/what_do_you_use_to_build_dashboards/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "grant-discovery",
      "theme": "Nonprofits",
      "question": "Where can organizations discover current grants without assuming a paid directory is complete?",
      "url": "https://www.reddit.com/r/nonprofit/comments/1r8eviy/where_are_you_finding_grants_if_youre_not_paying/",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "business-site",
      "theme": "Business",
      "question": "How can location choices combine demographics, zoning, transport and competition?",
      "url": "https://www.reddit.com/r/smallbusiness/comments/1nsh4qq",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    },
    {
      "id": "transit-equity",
      "theme": "Public Systems",
      "question": "How can housing and transit access be compared with regional need?",
      "url": "https://www.reddit.com/r/urbanplanning/comments/1ed9fzu",
      "inspection": "public_search_result_screened",
      "answer_verified": false
    }
  ]
}