{
  "response": {
    "Key": "MDE-MIA",
    "orig": {
      "code": "MDE",
      "type": "airport",
      "city": "Medellín",
      "fullCity": "Medellín, Colombia",
      "airport": "Medellin Jose Maria Cordova"
    },
    "dest": {
      "code": "MIA",
      "type": "airport",
      "city": "Miami",
      "fullCity": "Miami, Florida",
      "airport": "Miami Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Medellín to Miami?",
        "answer": "A direct flight from Medellín (MDE) to Miami (MIA) typically takes about 3 hours and 40 minutes. The return flight from Miami to Medellín is slightly longer, usually around 3 hours and 50 minutes due to prevailing winds. With a layover, common connection cities include Bogotá or Panama City, extending total travel time to roughly 6 to 8 hours. Airlines like Avianca and American offer the fastest nonstop services."
      },
      "q1": {
        "question": "Are there any direct flights from Medellín to Miami?",
        "answer": "Yes, American Airlines and Avianca both fly nonstop from Medellín (MDE) to Miami (MIA). American operates 13 flights daily with departures spread from early morning through afternoon, while Avianca runs 3 daily flights, giving you multiple nonstop options every day of the week.",
        "methodology": "Airlines and weekly frequencies are compiled from our flight-schedule database, which combines published airline timetables, U.S. government schedule data from the Bureau of Transportation Statistics (BTS), and observed flight operations from the EUROCONTROL/OpenSky Open Performance Data Initiative (OPDI). We count each operating carrier's scheduled weekly departures and the days it flies; where there is no nonstop service, connecting carriers are identified by linking scheduled nonstop segments through common hub airports.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q2": {
        "question": "Are there visa requirements to travel from Medellín to Miami?",
        "answer": "Yes, there are visa requirements for traveling from Medellín to Miami. If you are a Colombian citizen, you must have a valid U.S. visa (such as B1/B2 for tourism or business) to enter the United States. If you are a U.S. citizen, you do not need a visa to enter the U.S., but you will need a valid U.S. passport. For travelers of other nationalities, requirements vary; many are eligible for the Visa Waiver Program (ESTA) if they hold a passport from a participating country. Always check current U.S. entry rules before travel."
      },
      "q3": {
        "question": "What are the ground transportation options in Miami?",
        "answer": "From Miami International Airport (MIA) to the city center, you have several ground transportation options. The Metrorail Orange Line connects the airport to downtown in about fifteen minutes and is efficient and affordable, making it the most used by locals and savvy travelers. Buses like the Miami Beach Airport Express (Route 150) serve South Beach. Taxis and ride-share services such as Uber and Lyft are readily available, offering door-to-door convenience in twenty to thirty minutes depending on traffic. Car rentals are plentiful if you plan to explore South Florida, but parking downtown can be expensive. The free MIA Mover links the airport to the rental car center and Metrorail station. Most visitors heading to downtown or Brickell rely on the Metrorail for its speed and low cost."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Medellín to Miami?",
        "answer": "Based on seasonal price data for flights from Medellín to Miami, the cheapest months to fly are March (average $295), April ($301), and August ($348), with the low season generally spanning March through May and August. The most expensive months are December (average $575), January ($473), and February ($439), with high season from June and December through February.",
        "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.",
        "relevant": true,
        "toolsUsed": [
          "seasonal_prices"
        ]
      },
      "q5": {
        "question": "How far in advance should I book tickets from Medellín to Miami?",
        "answer": "For the best fare from Medellín to Miami, book roughly 9 to 11 weeks before departure, when average prices are around $438. Booking last‑minute (0 days out) can cost about $514, while the absolute cheapest single day is about 75 days ahead at $435. Summer and holiday periods will likely push the optimal window a few weeks earlier — aim for 10–12 weeks out for those peak travel times.",
        "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.",
        "relevant": true,
        "toolsUsed": [
          "booking_timing"
        ]
      },
      "q6": {
        "question": "Are overnight (red‑eye) flights available from Medellín to Miami?",
        "answer": "Yes, overnight red-eye flights are available from Medellín (MDE) to Miami (MIA). Avianca operates a daily nonstop red-eye departing at 11:50 PM and arriving the next morning.",
        "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"
        ]
      },
      "q7": {
        "question": "Which airlines usually operate this route from Medellín to Miami?",
        "answer": "Non‑stop flights from Medellín (MDE) to Miami (MIA) are operated by American Airlines and Avianca. In the schedule data, American Airlines typically has a median fare around $727, while Avianca is usually around $417.",
        "methodology": "Airlines and weekly frequencies are compiled from our flight-schedule database, which combines published airline timetables, U.S. government schedule data from the Bureau of Transportation Statistics (BTS), and observed flight operations from the EUROCONTROL/OpenSky Open Performance Data Initiative (OPDI). We count each operating carrier's scheduled weekly departures and the days it flies; where there is no nonstop service, connecting carriers are identified by linking scheduled nonstop segments through common hub airports. Where a median fare is shown for a carrier, it reflects the real fares Priceline users found on this route in the last 72 hours.",
        "relevant": true,
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q8": {
        "question": "If I need a connection, what are common layover cities between Medellín and Miami?",
        "answer": "Common layover cities include Panama City, Bogotá, and Cancún. Panama City offers efficient connections via Copa Airlines, while Bogotá provides frequent domestic feeder flights. Cancún can be competitive on certain itineraries, though it may add travel time compared to more direct hubs."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Medellín to Miami?",
        "answer": "On‑time performance is generally dependable, though afternoon thunderstorms in both locations can cause delays. Early morning flights, especially on Avianca and American Airlines, tend to have better punctuality."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Miami?",
        "answer": "November to April offers warm, dry weather and fewer crowds than the hot, humid summer months."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Medellín to Miami?",
        "answer": "Bring a passport valid for the duration of your stay, a valid U.S. visa or ESTA authorization, proof of onward or return travel, a payment method for baggage fees, and any required vaccination or health documents."
      },
      "q12": {
        "question": "Which airport should I use in Miami?",
        "answer": "Miami International Airport is the main airport, close to downtown and the beaches. It serves as a major hub for American Airlines and many international carriers. Fort Lauderdale-Hollywood International Airport is about 30 miles north, often used by low-cost carriers and for cheaper flights, but it adds travel time to Miami. For direct access to Miami and its attractions, MIA is the best choice."
      },
      "q13": {
        "question": "How do I get to Medellin Jose Maria Cordova from the city center?",
        "answer": "From Medellín's center to José María Córdova Airport, the most popular option is the white Combuses shuttle, which takes about 40–50 minutes and is relatively affordable. Taxis and rideshares are faster at around 35–45 minutes but cost significantly more. Public buses are the cheapest but slower, often involving a transfer. Driving and parking are available but less common due to distance and cost."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Miami airport?",
        "answer": "Yes. The Miami International Airport Hotel is located inside Terminal E, post-security, with no shuttle required. There are no capsule hotels or sleeping pods. Many nearby hotels offer free shuttle service, including the Sheraton Miami Airport Hotel and the Hilton Miami Airport Blue Lagoon."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Miami Intl Airport?",
        "answer": "Miami International Airport offers currency exchange offices in Terminals D and H, a multi‑faith chapel in Terminal B near the hotel, and free Wi‑Fi throughout all terminals."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Medellín and Miami airports?",
        "answer": "Medellín José María Córdova Airport (MDE) provides wheelchair assistance and accessible restrooms; request help from your airline at least 48 hours before travel. There is no dedicated children’s play area. Miami International Airport (MIA) offers wheelchair assistance, family lounges in Concourse E, and play areas in Concourses D and F; request assistance in advance."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Medellín to Miami?",
        "answer": "On the nonstop Medellín (MDE) to Miami (MIA) route, the most common aircraft are the Boeing 737-800 (operated by American Airlines) and the Airbus A320-100 (operated by Avianca), with the Boeing 737 MAX 8 also appearing. The exact aircraft can vary by day and airline, and Wi-Fi and seatback entertainment are widely available on these modern narrowbody jets.",
        "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"
        ]
      },
      "q18": {
        "question": "Which airline alliances serve flights from Medellín to Miami?",
        "answer": "The nonstop Medellín (MDE) to Miami (MIA) route is served by American Airlines, a oneworld alliance member, and Avianca, a Star Alliance member. No other carriers operate nonstop on this route, and no major operating carrier here is alliance-less; other alliances such as SkyTeam may serve the route only via connections.",
        "methodology": "Airlines and weekly frequencies are compiled from our flight-schedule database, which combines published airline timetables, U.S. government schedule data from the Bureau of Transportation Statistics (BTS), and observed flight operations from the EUROCONTROL/OpenSky Open Performance Data Initiative (OPDI). We count each operating carrier's scheduled weekly departures and the days it flies; where there is no nonstop service, connecting carriers are identified by linking scheduled nonstop segments through common hub airports.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Medellín?",
        "answer": "At Medellín José María Córdova Airport, the Avianca Sala VIP in the domestic and international areas provides complimentary access for Avianca business‑class passengers and Star Alliance Gold members, while other travellers can purchase a day pass. The lounge offers comfortable seating, light snacks, drinks and Wi‑Fi."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Medellín to Miami?",
        "answer": "Baggage allowance on flights from Medellín to Miami depends on the airline and fare type. Basic economy tickets are often restrictive, with no checked bag included, though a personal item may be allowed. Standard international economy fares typically include one free checked bag up to 23 kg (50 lbs) and a carry‑on bag. Premium cabins offer higher allowances. Always verify with your specific airline."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Medellín to Miami?",
        "answer": "Flights from Medellín to Miami typically offer Economy and often flat-bed Business class; Premium Economy is uncommon on this route."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies differ by airline and fare; flexible and premium tickets often allow same‑day changes or standby, while Basic Economy typically does not."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Medellín to Miami?",
        "answer": "The cheapest day to fly from Medellín to Miami is Sunday with an average fare of $900, while Tuesday is the most expensive at $1,087. The cheapest time to depart is in the Morning, with fares as low as $291, whereas Midday and Evening departures are pricier starting at $355.",
        "methodology": "The cheapest day of the week and time of day to depart are drawn from the same large sample of real fares Priceline users found on this route in the last 72 hours, grouped by the day of the week and by the time-of-day window of the outbound departure, with the lowest and average price reported for each.",
        "relevant": true,
        "toolsUsed": [
          "departure_timing"
        ]
      },
      "q25": {
        "question": "What is a good price for a flight from Medellín to Miami?",
        "answer": "A great deal on flights from Medellín to Miami is typically under $397, while the usual price hovers around $681. You can occasionally find fares as low as $291, but most travelers pay between $400 and $800.",
        "methodology": "The typical price, the lowest fare, a 'great deal' threshold, and how fares are spread across price bands are summarized from a large sample of the real fares Priceline users found on this route in the last 72 hours, with a small fraction of extreme outlier fares excluded from the range.",
        "relevant": true,
        "toolsUsed": [
          "price_context"
        ]
      }
    }
  }
}