{
  "response": {
    "Key": "CUN-SDF",
    "orig": {
      "code": "CUN",
      "type": "airport",
      "city": "Cancún",
      "fullCity": "Cancún, Quintana Roo",
      "airport": "Cancún Intl Airport"
    },
    "dest": {
      "code": "SDF",
      "type": "airport",
      "city": "Louisville",
      "fullCity": "Louisville, Kentucky",
      "airport": "Muhammad Ali Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Cancún to Louisville?",
        "answer": "There are no nonstop flights from Cancún (CUN) to Louisville (SDF). The most common one‑stop itineraries, typically connecting through Houston, Dallas, or Atlanta, take around 5 to 7 hours total travel time depending on layover length. The return flight from Louisville to Cancún often takes a similar duration, usually between 5 and 7 hours with one stop."
      },
      "q2": {
        "question": "Are there visa requirements to travel from Cancún to Louisville?",
        "answer": "Yes, visa requirements apply for travel from Cancún to Louisville. If you are a U.S. citizen, you do not need a visa for entry into the United States. If you are a Mexican citizen, you generally need a visa to enter the U.S., unless you hold a valid Border Crossing Card or are otherwise exempt. Travelers of other nationalities should check U.S. visa requirements based on their citizenship. For the return from Louisville to Cancún, U.S. citizens do not need a visa for tourist visits to Mexico up to 180 days, but must have a valid passport. Mexican citizens do not need a visa for entry into Mexico. Other nationalities should verify Mexico's entry requirements."
      },
      "q3": {
        "question": "What are the ground transportation options in Louisville?",
        "answer": "At Louisville Muhammad Ali International Airport (SDF), ground transportation options include taxis, ride-share services like Uber and Lyft, rental cars, and limited public transit via TARC bus route 2, which connects to downtown. Taxis and ride-shares are the fastest and most-used options, with a 10-15 minute trip to the city center. Rental cars are widely available for those wanting flexibility, while the bus is the most affordable but less frequent. Overall, ride-share and taxis dominate due to convenience and speed.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://en.wikipedia.org/wiki/Louisville_Muhammad_Ali_International_Airport",
            "title": "Louisville Muhammad Ali International Airport",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2026-07-19T20:33:08Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Louisville%20Muhammad%20Ali%20International%20Airport",
            "title": "Louisville Muhammad Ali International Airport",
            "time_published": "2026-04-30T12:26:59Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Transportation_in_Louisville,_Kentucky",
            "title": "Transportation in Louisville, Kentucky",
            "time_published": "2026-06-12T00:41:06Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Category:Louisville_Muhammad_Ali_International_Airport",
            "title": "Category:Louisville Muhammad Ali International Airport",
            "time_published": "2025-10-11T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Transportation%20in%20Louisville%2C%20Kentucky",
            "title": "Transportation in Louisville, Kentucky",
            "time_published": "2025-12-14T19:07:02Z"
          }
        ]
      },
      "q4": {
        "question": "When is the cheapest time to fly from Cancún to Louisville?",
        "answer": "The cheapest months to fly from Cancún to Louisville are September, November, and August, with average fares around $638–$658. The most expensive months are June, December, and July, where average prices climb to $741–$760.",
        "methodology": "This 'good deal' estimate shows a representative best price for each departure date across roughly a 12-month window (about 3 months back and 9 months forward). It is built from real flight prices found by Priceline users searching this route, accumulated into a price history for each departure date. Rather than weighting all of that history equally, we apply exponential time decay so recent prices dominate — a price seen yesterday counts almost in full, one from about a month ago roughly a third, and prices from a few months back very little — giving a figure that tracks today's market instead of a stale long-run average. Clear price outliers are removed before any calculation, departure dates with no observations are filled in from nearby dates, and the resulting curve is lightly smoothed so it reads as a clean seasonal trend rather than day-to-day noise. For this route, fares for the requested travel direction were unavailable, so the pattern shown is derived from the reverse direction, which shares the same seasonal demand cycle.",
        "toolsUsed": [
          "seasonal_prices"
        ]
      },
      "q5": {
        "question": "How far in advance should I book tickets from Cancún to Louisville?",
        "answer": "For flights from Cancún to Louisville, the best fares typically appear when booking 6 to 9 weeks ahead, with an average price around $601. The lowest prices are often found about 60 days before departure, while last-minute bookings can climb to $850. During peak summer and holiday periods, booking even earlier—ideally 2 to 4 months out—can help secure better rates.",
        "methodology": "This booking-window guidance is built from the same real flight prices found by Priceline users searching this route, re-grouped by how many days before departure each price was seen (from the departure day out to about 180 days ahead) across the route's price history. At each booking lead time we report the 25th-percentile price — the cheaper end of what travelers were quoted, rather than the rock-bottom minimum (which can be a fluke) or the average (which is pulled up by expensive last-minute fares). The buy-or-wait advice then applies a risk premium that grows as departure approaches, since seat availability shrinks and prices become less predictable; using that adjusted curve we flag windows where waiting is likely to save a meaningful amount (at least $20 or 5%) versus windows where booking now is the better call. Isolated single-day recommendations are filtered out, so the advice only reflects a window that holds for several days in a row. For this route, fares for the requested travel direction were unavailable, so the pattern shown is derived from the reverse direction, which shares the same seasonal demand cycle.",
        "toolsUsed": [
          "booking_timing"
        ]
      },
      "q6": {
        "question": "Are overnight (red‑eye) flights available from Cancún to Louisville?",
        "answer": "No overnight or red-eye flights are scheduled from Cancún to Louisville — neither nonstop nor connecting itineraries with a red-eye long leg turned up in the schedule data.",
        "methodology": "Red-eye flights are identified from scheduled local departure and arrival times in our flight-schedule database — built from published airline timetables and official schedule data, including U.S. Department of Transportation records for domestic routes — flagging services that depart late at night and arrive the following morning; for connecting itineraries the red-eye is based on the timing of the overnight long-haul leg.",
        "toolsUsed": [
          "redeye_flights"
        ]
      },
      "q8": {
        "question": "If I need a connection, what are common layover cities between Cancún and Louisville?",
        "answer": "Common layovers from Cancún to Louisville include Atlanta, Charlotte, Dallas/Fort Worth, and Houston. These hubs offer frequent connections, efficient domestic transfers, and keep total travel time competitive by minimizing backtracking."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Cancún to Louisville?",
        "answer": "On-time reliability is generally good, though afternoon thunderstorms can cause delays. Early flights offer the best odds, with American Airlines typically performing well on this route."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Louisville?",
        "answer": "April to May and September to October offer comfortable temperatures and fewer crowds, avoiding summer heat and winter chill."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Cancún to Louisville?",
        "answer": "Bring a passport valid for at least six months, a U.S. visa or ESTA authorization, proof of return or onward travel, a payment method for baggage and any required vaccination certificates."
      },
      "q12": {
        "question": "Which airport should I use in Louisville?",
        "answer": "Louisville Muhammad Ali International Airport is the sole commercial airport serving the city. It is located about 6 miles south of downtown and is a focus city for UPS, but also serves major domestic carriers like American, Delta, Southwest, and United, connecting to hubs across the country."
      },
      "q13": {
        "question": "How do I get to Cancún Intl Airport from the city center?",
        "answer": "Reaching Cancún International Airport (CUN) from downtown Cancún is straightforward with several options. The ADO public bus is the most affordable, running frequently from the downtown terminal to the airport. Private shuttle services offer a balance of comfort and cost with door-to-door convenience, while taxis provide a direct but pricier alternative. Ride‑share services are not officially permitted, and driving yourself means dealing with airport parking fees. The ADO bus is the most popular choice for its reliability and value.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://airportcun.com",
            "title": "Cancun Airport Official Information | CUN | Arrivals, Departures and Transfers",
            "time_published": "2026-01-01T00:00:00Z"
          },
          {
            "url": "https://www.airport-cun.com/lounges.php",
            "title": "Lounge Cancun Airport (CUN)",
            "time_published": "2026-01-01T00:00:00Z"
          },
          {
            "url": "https://www.airport-cun.com/terminal-3.php",
            "title": "Cancun Airport Terminal 3",
            "time_published": "2026-01-01T00:00:00Z"
          },
          {
            "url": "https://airportcun.com/private-transportation",
            "title": "Cancun Airport Private Transfers | Cancun International Airport (CUN)",
            "time_published": "2024-04-30T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Canc%C3%BAn_International_Airport",
            "title": "Cancún International Airport",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2026-07-15T22:11:41Z"
          }
        ]
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Louisville airport?",
        "answer": "Louisville Muhammad Ali International Airport (SDF) does not have on‑site hotels, capsule hotels, or sleeping pods inside the terminal. However, several nearby hotels like the TownePlace Suites and Fairfield Inn & Suites offer free shuttle service to and from the airport.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://www.sleepinginairports.net/guides/louisville-airport-guide.htm",
            "title": "Louisville Airport Guide (SDF) - Sleeping in Airports",
            "time_published": "2018-08-03T13:07:31Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Louisville_Muhammad_Ali_International_Airport",
            "title": "Louisville Muhammad Ali International Airport",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2026-07-19T20:33:08Z"
          },
          {
            "url": "https://www.marriott.com/en-us/hotels/sdfts-towneplace-suites-louisville-airport/overview/?scid=f2ae0541-1279-4f24-b197-a979c79310b0",
            "title": "TownePlace Suites Louisville Airport - Hotel With Free SDF Shuttle",
            "time_published": "2023-08-11T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Louisville%20Muhammad%20Ali%20International%20Airport",
            "title": "Louisville Muhammad Ali International Airport",
            "time_published": "2026-04-30T12:26:59Z"
          },
          {
            "url": "https://www.marriott.com/en-us/hotels/sdffa-fairfield-inn-and-suites-louisville-airport/overview/?scid=f2ae0541-1279-4f24-b197-a979c79310b0",
            "title": "Fairfield Inn & Suites Louisville Airport - Free Shuttle to SDF",
            "time_published": "2024-10-11T00:00:00Z"
          },
          {
            "url": "https://www.marriott.com/es/en-us/hotels/sdfgj-residence-inn-louisville-downtown/overview/",
            "title": "Residence Inn Louisville Downtown - Extended-Stay Hotel in Louisville",
            "time_published": "2025-02-19T00:00:00Z"
          }
        ]
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Cancún to Louisville?",
        "answer": "There is no nonstop service between Cancún and Louisville, so all flights connect. On the longer leg, Boeing 737-900, Boeing 737 MAX 9, and Airbus A321-100 are the most common aircraft, while the shorter connecting leg typically uses Embraer 175s or regional jets like the Bombardier CRJ-550 and Canadair Regional Jet. Exact aircraft can vary by day and airline, and some Southwest itineraries show unspecified types, though Wi-Fi and seatback entertainment are widely available across these fleets.",
        "methodology": "Aircraft types are taken from the equipment each operating carrier schedules on this route, drawn from published airline timetables and airline equipment schedules in our flight-schedule database. They describe typical scheduled aircraft and can vary with seasonal or day-of-week assignments and last-minute equipment swaps.",
        "toolsUsed": [
          "route_aircraft"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Cancún?",
        "answer": "Cancún International Airport has eight lounges across Terminals 2, 3, and 4. These include multiple Mera Business Lounge locations, The Lounge (by Global Lounge Network) in Terminal 2, a VIP Lounge by MERA Roof in Terminal 3, and The Lounge in Partnership with Air Transat in Terminal 4. Access is available to business-class passengers, elite status holders, and Priority Pass members, with day passes often sold at the door. Amenities typically include complimentary snacks, drinks, Wi-Fi, and quiet seating areas, with the rooftop lounge offering open-air views. No airline-branded lounges like Delta Sky Club or American Admirals Club operate here.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://americanexpress.com/en-us/travel/lounges/the-platinum-card/CUN",
            "title": "American Express Lounges at Cancun International Airport | Amex US",
            "time_published": "2026-05-05T00:00:00Z"
          },
          {
            "url": "https://www.prioritypass.com/airport-guides/cancun-international",
            "title": "Cancun International CUN lounges - CUN Airport Guide and lounges. | Priority Pass",
            "time_published": "2026-01-01T00:00:00Z"
          },
          {
            "url": "https://www.prioritypass.com/en-GB/airport-guides/cancun-international",
            "title": "Cancún Airport Guide | Priority Pass",
            "favicon": "https://www.prioritypass.com/icon.png?a4ff481221414a5c",
            "time_published": "2024-11-05T16:20:09Z"
          },
          {
            "url": "https://airportcun.com",
            "title": "Cancun Airport Official Information | CUN | Arrivals, Departures and Transfers",
            "time_published": "2026-01-01T00:00:00Z"
          },
          {
            "url": "https://americanexpress.com/es-mx/travel/lounges/the-platinum-card/CUN",
            "title": "Salas de American Express en Aeropuerto Internacional de Cancún | Amex MX",
            "favicon": "https://www.americanexpress.com/apple-touch-icon-152x152.png"
          }
        ]
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Cancún to Louisville?",
        "answer": "Baggage rules depend on the airline and fare class. Basic economy often excludes a checked bag, while standard economy typically includes one checked bag and a carry-on. Premium cabins offer additional allowance."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Cancún to Louisville?",
        "answer": "Flights from Cancún to Louisville typically offer Economy and domestic First Class with standard recliners. Flat‑bed Business and Premium Economy are not common on this route."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies depend on the airline and fare; flexible and premium tickets often allow same‑day changes or standby, while basic economy typically does not."
      }
    }
  }
}