{
  "response": {
    "Key": "CLO-MIA",
    "orig": {
      "code": "CLO",
      "type": "airport",
      "city": "Cali",
      "fullCity": "Cali, Colombia",
      "airport": "Alfonso Bonilla Aragon Intl Airport"
    },
    "dest": {
      "code": "MIA",
      "type": "airport",
      "city": "Miami",
      "fullCity": "Miami, Florida",
      "airport": "Miami Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Cali to Miami?",
        "answer": "A nonstop flight from Cali (CLO) to Miami (MIA) typically takes about 4 hours. With a layover, most commonly in Bogotá, the total journey usually ranges from 6 to 8 hours depending on the connection time. The return flight from Miami to Cali is similar in duration, often just a few minutes shorter due to tailwinds. American Airlines and Avianca are among the carriers that offer nonstop service on this route."
      },
      "q1": {
        "question": "Are there any direct flights from Cali to Miami?",
        "answer": "Yes, there are two airlines with non‑stop flights from Cali (CLO) to Miami (MIA): American Airlines (AA) and Avianca (AV), both operating daily. AA runs about 8 flights per day and AV runs about 3 per day, so the route has frequent daily non‑stop service.",
        "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 Cali to Miami?",
        "answer": "Yes, visa requirements apply when traveling from Cali, Colombia to Miami, Florida. Colombian citizens generally need a U.S. visa to enter the United States. They must apply for a B1/B2 visitor visa at the U.S. Embassy in Bogotá unless they hold dual citizenship with a Visa Waiver Program country, in which case they may be eligible for ESTA. U.S. citizens do not need a visa to return to the U.S. but must present a valid U.S. passport. Non-U.S. citizens transiting through Colombia or the U.S. should check both Colombian exit requirements and U.S. entry rules based on their nationality."
      },
      "q3": {
        "question": "What are the ground transportation options in Miami?",
        "answer": "Miami International Airport (MIA) offers several ground transportation options to the city center. The Metrorail Orange Line connects the airport to downtown Miami in about fifteen to twenty minutes and is the most cost-effective choice, though it requires a short shuttle or walk from the terminal to the station. Taxis and ride-share services like Uber and Lyft are readily available outside baggage claim, providing door-to-door convenience with a typical trip to downtown taking fifteen to twenty-five minutes depending on traffic. Rental cars are abundant at the airport and are popular for exploring the wider Miami area, but parking downtown can be expensive. The Miami Beach Airport Express bus (Route 150) serves South Beach and Mid-Beach, taking about thirty-five minutes. Ride-share is the most used option due to its balance of convenience and cost, while Metrorail is favored by budget travelers and commuters."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Cali to Miami?",
        "answer": "From Cali to Miami, the cheapest months are April (around $386), March ($401), and May ($430), while the most expensive are December (about $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. 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 Cali to Miami?",
        "answer": "For flights from Cali to Miami, the best fares are typically found when booking 7 to 10 weeks before departure, with an average price around $495; the absolute lowest fares appear about 70 days out. Last-minute bookings (0–2 weeks) can cost $685 or more, and holiday or peak summer periods may push the ideal window slightly earlier to 10–12 weeks ahead.",
        "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 Cali to Miami?",
        "answer": "Yes, overnight red-eye flights are available from Cali (CLO) to Miami (MIA). American Airlines operates a daily nonstop red-eye departing at 11:59 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 Cali to Miami?",
        "answer": "Nonstop flights from Cali (CLO) to Miami (MIA) are operated by American Airlines (AA) and Avianca (AV), with American Airlines offering around 56 weekly flights and Avianca around 14 weekly flights. The typical median fare on American Airlines is approximately $860, while Avianca's median fare is around $547.",
        "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 Cali and Miami?",
        "answer": "Common layover cities between Cali and Miami are Bogotá, Panama City, and San Salvador. Bogotá offers the most frequent connections and is a short domestic hop. Panama City’s Tocumen International Airport provides efficient transfers and a hub for Copa Airlines with many onward flights. San Salvador is a compact, easy-to-navigate hub for Avianca, often yielding competitive total travel times."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Cali to Miami?",
        "answer": "On-time performance is generally dependable, though afternoon thunderstorms in Miami can cause delays. Early morning departures on Avianca and American Airlines tend to operate closer to schedule."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Miami?",
        "answer": "November to April offers mild, dry weather and smaller crowds, avoiding the humid summer and hurricane season."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Cali to Miami?",
        "answer": "Bring a passport valid for at least six months beyond your stay, a valid U.S. visa or ESTA if eligible, proof of onward or return travel, a payment method for baggage fees, and any required vaccination certificates."
      },
      "q12": {
        "question": "Which airport should I use in Miami?",
        "answer": "Miami International is the primary airport, close to downtown and the port, served by most carriers. Fort Lauderdale-Hollywood is about 25 miles north, popular with low-cost airlines and often cheaper."
      },
      "q13": {
        "question": "How do I get to Alfonso Bonilla Aragon Intl Airport from the city center?",
        "answer": "From downtown Cali, the cheapest option is the public bus (MIO or intermunicipal) taking 45–60 minutes. Taxis and rideshares are the most popular and fastest, at about 30–40 minutes, costing moderately more. Shuttle services are limited, and driving with parking is available but less common."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Miami airport?",
        "answer": "Yes, Miami International Airport has an on-site hotel. The Miami International Airport Hotel is located inside the terminal, in Concourse E, on the departures level. It does not require a shuttle and is accessible post-security. No capsule hotels or sleeping pods are available. Several nearby hotels offer free shuttle service."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Miami Intl Airport?",
        "answer": "Yes. Miami International Airport offers currency exchange offices in Concourses D, E, F, and J. A non-denominational chapel is located in the North Terminal near Gate D21. Free Wi-Fi is available throughout all terminals."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Cali and Miami airports?",
        "answer": "At Cali Alfonso Bonilla Aragón Airport, wheelchair assistance is available on request through your airline; there are no dedicated children’s play areas. Miami International Airport offers extensive accessible services including wheelchair escort, accessible restrooms, and a family lounge in Concourse E with play areas in Concourses D and F. Arrange assistance at least 48 hours in advance via your airline."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Cali to Miami?",
        "answer": "Nonstop flights from Cali to Miami typically use Boeing 737 MAX 8 (American Airlines) or Airbus A320-100 (Avianca), while connecting itineraries most often involve an Airbus A320-100 via Bogotá or a Boeing 737-800/MAX via Panama City. The exact aircraft can vary by day and airline, and Wi-Fi and seatback entertainment are widely available on this route.",
        "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 Cali to Miami?",
        "answer": "The nonstop Cali (CLO) to Miami (MIA) route is served by American Airlines (AA), a member of the oneworld alliance, and Avianca (AV), a member of Star Alliance. No other airline alliances operate nonstop service on this route, though other alliances may offer connecting itineraries.",
        "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 Cali?",
        "answer": "At Alfonso Bonilla Aragón International Airport in Cali, the Avianca Sala VIP is the main lounge, accessible to Avianca business‑class passengers, LifeMiles elite members, and Priority Pass holders. It offers comfortable seating, light snacks, beverages, Wi‑Fi, and runway views. There is no Delta Sky Club, American Airlines Admirals Club, or United Club at this airport."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Cali to Miami?",
        "answer": "Baggage rules vary by airline. Basic economy tickets typically do not include a checked bag, while standard economy usually allows one checked bag and a carry-on. Premium cabins offer higher allowances. Check your fare details carefully."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Cali to Miami?",
        "answer": "Flights from Cali to Miami typically offer Economy and 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 vary by airline and fare; flexible and higher cabins often allow same‑day changes or standby, while restrictive fares rarely do."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Cali to Miami?",
        "answer": "The cheapest day to fly from Cali to Miami is Saturday with an average fare around $979, while Thursday is the most expensive at about $1,058. The cheapest time of day to depart is early morning, with fares starting at $399; late night and morning departures tend to be pricier, with minimums of $454.",
        "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 Cali to Miami?",
        "answer": "For flights from Cali to Miami, a great deal is anything under $521, while the typical fare hovers around $688.",
        "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"
        ]
      }
    }
  }
}