{
  "response": {
    "Key": "MIA-CLO",
    "orig": {
      "code": "MIA",
      "type": "airport",
      "city": "Miami",
      "fullCity": "Miami, Florida",
      "airport": "Miami Intl Airport"
    },
    "dest": {
      "code": "CLO",
      "type": "airport",
      "city": "Cali",
      "fullCity": "Cali, Colombia",
      "airport": "Alfonso Bonilla Aragon Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Miami to Cali?",
        "answer": "A nonstop flight from Miami (MIA) to Cali (CLO) typically takes about 3 hours 50 minutes. There are no significant differences in duration for the return flight. Most nonstop flights are operated by American Airlines or Avianca, with similar flight times. Connecting flights, often via Bogotá, can extend the total travel time to 6–8 hours."
      },
      "q1": {
        "question": "Are there any direct flights from Miami to Cali?",
        "answer": "Yes, Miami (MIA) to Cali (CLO) has daily non‑stop flights on two airlines: American Airlines (AA) and Avianca (AV). AA operates about 11 daily departures spread across morning (around 10:05–10:24 AM) and evening (around 5:53–6:10 PM), while Avianca runs 2–3 daily flights departing in the afternoon and early evening (around 4:05–5:45 PM).",
        "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. Carrier service and weekly frequencies are summarized from our flight-schedule database, which draws on published airline timetables, U.S. government schedule data, and observed operations from the EUROCONTROL/OpenSky Open Performance Data Initiative (OPDI). Where available, on-time and cancellation rates come from the U.S. Bureau of Transportation Statistics (BTS) Airline On-Time Performance dataset, and typical fares from the U.S. DOT Airline Origin and Destination Survey (DB1B), a quarterly 10% sample of tickets sold.",
        "toolsUsed": [
          "route_airlines",
          "flight_schedule"
        ]
      },
      "q2": {
        "question": "Are there visa requirements to travel from Miami to Cali?",
        "answer": "Yes, there are visa requirements for travel from Miami, Florida to Cali, Colombia. U.S. citizens do not need a visa for tourist or business stays of up to 90 days. However, Colombian citizens traveling to Colombia do not need a visa. Travelers of other nationalities should check Colombia's visa requirements based on their nationality; many countries are visa-exempt for short stays, while others require a visa. Additionally, all travelers must complete the Check-Mig form before arrival and departure."
      },
      "q3": {
        "question": "What are the ground transportation options in Cali?",
        "answer": "Alfonso Bonilla Aragón International Airport (CLO) is located about 20 km from downtown Cali. Public buses are available but infrequent and not recommended for visitors. The most common and reliable option is a taxi; official taxis can be booked at the airport taxi desk with fixed rates. Ride-sharing services like Uber are available but operate in a legal gray area, and drivers may ask you to sit in the front to avoid detection. Car rentals are available at the airport but driving in Cali can be challenging due to traffic and local driving styles. There is no mass transit like a metro or train connecting the airport. Most visitors and locals use taxis for their convenience and safety."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Miami to Cali?",
        "answer": "Based on seasonal price data, the cheapest months to fly from Miami to Cali are April (average $386), March ($401), and May ($430), while the most expensive are December ($672), January ($553), and February ($503).",
        "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.",
        "toolsUsed": [
          "seasonal_prices"
        ]
      },
      "q5": {
        "question": "How far in advance should I book tickets from Miami to Cali?",
        "answer": "For flights from Miami to Cali, the optimal booking window is about 7 to 10 weeks before departure, when fares average around $495. Booking at the last minute can cost over $680, while the absolute cheapest single day is around 70 days out at $493. During peak summer and holiday periods, availability tightens, so you'll want to book closer to 10 weeks ahead to secure the best price.",
        "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.",
        "toolsUsed": [
          "booking_timing"
        ]
      },
      "q6": {
        "question": "Are overnight (red‑eye) flights available from Miami to Cali?",
        "answer": "No overnight (red-eye) flights are available from Miami to Cali — the schedule data shows no nonstop red-eyes on this route, and no connecting itineraries with a red-eye long leg were found either.",
        "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 Miami to Cali?",
        "answer": "From Miami (MIA) to Cali (CLO), American Airlines and Avianca both operate non‑stop flights, with American offering 77 weekly departures and Avianca 14. In the schedule data, the approximate median fare is around $824 on American and $581 on Avianca, making Avianca the low‑fare leader on this route.",
        "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 Miami and Cali?",
        "answer": "Common layover cities connecting Miami to Cali include Bogotá, Panama City, Medellín, and San Salvador. Bogotá and Medellín offer numerous onward flights within Colombia, often keeping total travel time low. Panama City’s Tocumen Airport provides efficient transfers and broad Americas connections. San Salvador can be competitive on price and timing, with relatively short layovers."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Miami to Cali?",
        "answer": "On-time performance is generally fair, though afternoon thunderstorms in Miami can cause delays. Early morning flights, particularly on Avianca, tend to depart more punctually."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Cali?",
        "answer": "June to August and December to February offer drier, sunny skies and fewer tourists."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Miami to Cali?",
        "answer": "Bring a passport valid for at least six months, a completed Check-Mig form, proof of onward or return travel, payment for baggage and any required vaccination certificates such as yellow fever."
      },
      "q12": {
        "question": "Which airport should I use in Cali?",
        "answer": "Cali has one main airport, Alfonso Bonilla Aragón International Airport (CLO), which serves all commercial flights. It is located about 16 km northeast of downtown Cali, near Palmira. The airport handles domestic and international flights, with airlines like Avianca, LATAM, and Copa offering connections. It is the only practical choice for air travel to Cali."
      },
      "q13": {
        "question": "How do I get to Miami Intl Airport from the city center?",
        "answer": "From downtown Miami to MIA, Metrorail Orange Line is cheap and takes about 15–20 min. Rideshares and taxis are faster at around 10–15 min but cost more; shuttles and parking are also available."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Cali airport?",
        "answer": "No. Alfonso Bonilla Aragón International Airport does not have on-site hotels, capsule hotels, or sleeping pods. Nearby hotels like Hotel Royal Elim and Hotel Vizcaya Real are a short drive away, and some offer shuttle service by request."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Alfonso Bonilla Aragon Intl Airport?",
        "answer": "Yes. Alfonso Bonilla Aragón International Airport has currency exchange offices in the main terminal, a Catholic chapel near the domestic departure area and free Wi‑Fi available throughout the terminal."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Miami and Cali airports?",
        "answer": "At Miami International Airport, accessible services include wheelchair assistance, accessible restrooms, and family lounges with play areas in Concourses D and F; request mobility help via your airline at least 48 hours before departure. At Cali’s Alfonso Bonilla Aragón Airport, wheelchair assistance and accessible facilities are available, but dedicated children’s play areas are limited; it is advisable to pre-arrange assistance through your airline in advance."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Miami to Cali?",
        "answer": "On the Miami (MIA) to Cali (CLO) route, nonstop flights are typically operated with Boeing 737 MAX 8 by American Airlines and Airbus A320-100 by Avianca. Connecting itineraries most often use Airbus A320-100 via Bogotá or Medellín on Avianca/LATAM, or Boeing 737-800 and 737 MAX variants via Panama City on Copa Airlines. The exact aircraft can vary by day and airline, and Wi-Fi and seatback entertainment are widely available on these services.",
        "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 Miami to Cali?",
        "answer": "Nonstop flights from Miami (MIA) to Cali (CLO) are operated by American Airlines (AA) and Avianca (AV). American Airlines is a member of the Oneworld alliance, while Avianca belongs to Star Alliance; no unaffiliated major carriers serve this route nonstop. Other alliances may offer connecting itineraries, but only Oneworld and Star Alliance are represented by the airlines that fly the route directly.",
        "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 Miami?",
        "answer": "At Miami International, American Airlines operates a Flagship Lounge and an Admirals Club in Concourse D, both accessible with business/first class tickets, elite status, or a day pass. The Turkish Airlines Lounge in Concourse E accepts Priority Pass members and offers a buffet and showers. The Delta Sky Club in Concourse H features a full bar and runway views, available to eligible flyers or with a day pass."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Miami to Cali?",
        "answer": "Baggage rules depend on the airline. Basic economy tickets often exclude a free checked bag and may restrict carry‑on to a personal item. Standard international economy fares usually include one checked bag and a carry‑on. Premium cabins offer higher allowances."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Miami to Cali?",
        "answer": "Flights from Miami to Cali typically offer Economy; flat‑bed Business class is available on select airlines, while Premium Economy is uncommon on this route."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies vary by airline and fare; flexible and higher cabins often allow same‑day changes or standby, while restrictive economy tickets typically do not."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Miami to Cali?",
        "answer": "Based on fare data for Miami (MIA) to Cali (CLO), Thursday is the cheapest day to fly with an average of $960 and a minimum of $355, while Sunday is the most expensive day averaging $1,067. The cheapest time to depart is the afternoon, where fares drop as low as $355, compared to late night which has the highest minimum at $439.",
        "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 Miami to Cali?",
        "answer": "For flights from Miami to Cali, a good price is anything below $489, which is considered a great deal, while the typical fare runs around $828. Fares most commonly fall in the $400–$600 range, though prices can dip as low as $355 or climb above $1,000.",
        "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"
        ]
      }
    }
  }
}