{
  "response": {
    "Key": "CLE-MIA",
    "orig": {
      "code": "CLE",
      "type": "airport",
      "city": "Cleveland",
      "fullCity": "Cleveland, Ohio",
      "airport": "Hopkins 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 Cleveland to Miami?",
        "answer": "A nonstop flight from Cleveland to Miami typically takes around 2 hours 45 minutes to 3 hours. With one stop, depending on the layover city, total travel time is often 4.5 to 6 hours. Return flights are similar in duration."
      },
      "q1": {
        "question": "Are there any direct flights from Cleveland to Miami?",
        "answer": "Yes, American Airlines and Frontier fly nonstop from Cleveland to Miami. American runs daily with a morning departure around 6:00 AM, while Frontier operates on Monday, Thursday, Friday, Saturday, and Sunday with up to four departures spread across the day. A Saturday-only American Eagle flight (operated by Republic) also departs in the afternoon.",
        "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. 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"
        ]
      },
      "q3": {
        "question": "What are the ground transportation options in Miami?",
        "answer": "From Miami International Airport, the MIA Mover automated people mover and Metrorail provide the fastest, most-used link to downtown, with trains running every 30 minutes on weekdays and every 15 minutes on weekends for a $2.25 fare. Taxis, ride-share services like Uber and Lyft, and rental cars are also readily available, with a dedicated Rental Car Center connected by the free MIA Mover. Metrobus and the Miami Beach Airport Express bus offer additional public transit options, while Tri-Rail connects to Fort Lauderdale and West Palm Beach.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://miami-airport.com/public-transportation.asp",
            "title": "Miami International Airport MIA Public Transportation - Miami International Airport",
            "favicon": "https://miami-airport.com/favicon.ico"
          },
          {
            "url": "https://news.miami-airport.com/mia-celebrates-colombian-independence-day-with-traditional-dance-performances/",
            "title": "MIA celebrates Colombian Independence Day with traditional dance perfo",
            "favicon": "https://content.presspage.com/favicon/default.ico?1429092662",
            "time_published": "2026-07-21T18:38:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Miami%20Intermodal%20Center",
            "title": "Miami Intermodal Center",
            "time_published": "2026-04-29T16:27:33Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Transportation_in_South_Florida",
            "title": "Transportation in South Florida",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2026-07-17T23:49:11Z"
          },
          {
            "url": "https://faa.gov/flight_deck/opf",
            "title": "Miami-Opa Locka Executive Airport (OPF) | Federal Aviation Administration",
            "time_published": "2026-03-10T00:00:00Z"
          }
        ]
      },
      "q4": {
        "question": "When is the cheapest time to fly from Cleveland to Miami?",
        "answer": "July is the cheapest month to fly from Cleveland to Miami, with average fares around $200, followed by August and June. The most expensive months are January, November, and October, when average prices climb to $403, $369, and $351 respectively.",
        "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 Cleveland to Miami?",
        "answer": "For Cleveland to Miami, the best fares typically appear when booking 10–30 days before departure, with an average of $121 in that window and the lowest price around $113 about 15 days out. Booking too far in advance (4–5 months) can push prices above $300, while last‑minute tickets climb toward $215. Summer and holiday periods often shift the optimal window a bit earlier, so aim for 3–6 weeks ahead during 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.",
        "toolsUsed": [
          "booking_timing"
        ]
      },
      "q6": {
        "question": "Are overnight (red‑eye) flights available from Cleveland to Miami?",
        "answer": "No nonstop red‑eye flights operate from Cleveland to Miami, but a connecting overnight option exists via Charlotte (CLT) on American Airlines: the red‑eye leg departs CLT at 9:30 PM and arrives in Miami at 11:36 PM the same night, with a layover of about an hour in Charlotte.",
        "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 Cleveland to Miami?",
        "answer": "Frontier and American Airlines fly nonstop from Cleveland to Miami. Frontier operates up to 9 weekly flights on select days, while American offers daily service with one additional Saturday flight operated by Republic Airways as American Eagle. Typical per‑carrier fares aren’t available from the schedule data, but both carriers provide regular nonstop options.",
        "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.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q8": {
        "question": "If I need a connection, what are common layover cities between Cleveland and Miami?",
        "answer": "Common layover cities between Cleveland and Miami include Atlanta, Charlotte, and Dallas/Fort Worth. These hubs offer extensive domestic connections and efficient transfers, keeping overall travel times competitive."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Cleveland to Miami?",
        "answer": "On-time performance is generally reliable, though afternoon thunderstorms in both cities can cause delays. Booking early morning flights on American or United often improves your chances of an on-time departure."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Miami?",
        "answer": "November to April offers pleasant, mild weather and avoids the summer heat and humidity, with fewer crowds outside of major holidays."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Cleveland to Miami?",
        "answer": "For domestic U.S. flights, bring a Real ID or passport, ensure the name matches your ticket and carry payment for baggage and any required health documents."
      },
      "q12": {
        "question": "Which airport should I use in Miami?",
        "answer": "Miami International is the primary airport, close to downtown and the cruise port. Fort Lauderdale–Hollywood is about 30 miles north, often cheaper with low‑cost carriers, and better for northern suburbs or beaches."
      },
      "q13": {
        "question": "How do I get to Hopkins Intl Airport from the city center?",
        "answer": "The RTA Red Line rapid transit train connects downtown Cleveland directly to the airport terminal in about 25 minutes, making it the fastest and most popular option at a low cost. Ride‑share, taxis, and shuttles are readily available and offer door‑to‑door convenience, though they are more expensive and subject to traffic. Driving and parking on‑site is also an option, with several lots and garages within walking distance of the terminal.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://en.wikipedia.org/wiki/Cleveland_Hopkins_International_Airport",
            "title": "Cleveland Hopkins International Airport",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2026-07-17T18:08:22Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Cleveland%20Hopkins%20International%20Airport",
            "title": "Cleveland Hopkins International Airport",
            "time_published": "2026-05-01T08:14:17Z"
          },
          {
            "url": "https://www.fly.faa.gov/fly/flyfaa/flyfaaindex?ARPT=CLE&p=1",
            "title": "Cleveland Hopkins International Airport",
            "time_published": "2026-05-17T00:00:00Z"
          },
          {
            "url": "https://www.faa.gov/air_traffic/flight_info/aeronav/procedures/application/index.cfm?event=directory&directory=2015010624914001001-CLE-NDBR&type=ndbr&nasrId=CLE",
            "title": "USA Banner",
            "time_published": "2024-04-30T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Cleveland_Municipal_Airport",
            "title": "Cleveland Municipal Airport",
            "time_published": "2026-06-06T11:46:17Z"
          }
        ]
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Miami airport?",
        "answer": "Miami International Airport has the Wait n’ Rest sleep rooms in Concourse D, offering luxury suites with beds, showers, and snacks at hourly rates; a second location is planned for Concourse H. These are on-site, airside facilities, so you can rest without leaving the terminal or clearing security. If you prefer a traditional hotel, the Pullman Miami Airport is nearby with a complimentary shuttle running from 4:30 AM to midnight.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://all.accor.com/gb/hotel-0889-pullman-miami-airport/index.shtml",
            "title": "Miami Airport Hotels - Pullman Miami Hotel - Hotels near MIA - ALL",
            "time_published": "2026-03-04T00:00:00Z"
          },
          {
            "url": "https://meetings.accor.com/hotel/0889/index.en.shtml",
            "title": "Miami Airport Hotels - Pullman Miami Hotel - Hotels near MIA - Meetings",
            "time_published": "2026-03-08T00:00:00Z"
          },
          {
            "url": "https://sleepinginairports.net/airport-hotels/transit-hotels.htm",
            "title": "Transit Hotels – Sleeping in Airports",
            "favicon": "https://www.sleepinginairports.net/nitropack_static/oBWrHkPujHTPIaVWqdDSDhClXUyrYhhb/assets/images/optimized/rev-b853180/www.sleepinginairports.net/wp-content/uploads/2018/09/cropped-sia-logo-180x180.png",
            "time_published": "2026-06-22T14:15:16Z"
          },
          {
            "url": "https://news.miami-airport.com/mia-debuts-first-wait-n-rest-sleep-rooms-in-north-america/",
            "title": "MIA debuts first Wait n’ Rest sleep rooms in North America",
            "time_published": "2026-03-10T17:38:58Z"
          },
          {
            "url": "https://sleepinginairports.net/guides/miami-airport-guide.htm",
            "title": "Miami Airport Guide (MIA) - Sleeping in Airports",
            "favicon": "https://www.sleepinginairports.net/nitropack_static/oBWrHkPujHTPIaVWqdDSDhClXUyrYhhb/assets/images/optimized/rev-b853180/www.sleepinginairports.net/wp-content/uploads/2018/09/cropped-sia-logo-180x180.png",
            "time_published": "2018-08-06T07:08:50Z"
          },
          {
            "url": "https://news.miami-airport.com/mia-and-ps-host-ribbon-cutting-ceremony-for-airports-first-private-terminal-inside-historic-pan-am-headquarters/",
            "title": "MIA and PS host ribbon-cutting ceremony for airport’s first private terminal inside historic Pan Am headquarters",
            "favicon": "https://content.presspage.com/favicon/default.ico?800856290",
            "time_published": "2026-06-17T18:11:36Z"
          }
        ]
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Miami Intl Airport?",
        "answer": "Miami International Airport (MIA) offers currency exchange services and a non-denominational chapel, located on the 1st level of Terminal D. The airport also provides free Wi‑Fi and internet access throughout the terminals. These amenities are part of a wide range of passenger services available at MIA, including ATMs, lounges, and nursing suites.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://miami-airport.com/services-and-amenities.asp",
            "title": "Services & Amenities - Miami International Airport",
            "favicon": "https://miami-airport.com/favicon.ico",
            "time_published": "2026-01-01T00:00:00Z"
          },
          {
            "url": "https://news.miami-airport.com/mia-and-ps-host-ribbon-cutting-ceremony-for-airports-first-private-terminal-inside-historic-pan-am-headquarters/",
            "title": "MIA and PS host ribbon-cutting ceremony for airport’s first private terminal inside historic Pan Am headquarters",
            "favicon": "https://content.presspage.com/favicon/default.ico?800856290",
            "time_published": "2026-06-17T18:11:36Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Miami%20International%20Airport",
            "title": "Miami International Airport",
            "time_published": "2026-04-30T12:29:24Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Skytrain_(Miami_International_Airport)",
            "title": "Skytrain (Miami International Airport)",
            "time_published": "2026-06-15T17:31:18Z"
          },
          {
            "url": "https://faa.gov/flight_deck/opf",
            "title": "Miami-Opa Locka Executive Airport (OPF) | Federal Aviation Administration",
            "time_published": "2026-03-10T00:00:00Z"
          }
        ]
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Cleveland to Miami?",
        "answer": "Nonstop flights from Cleveland to Miami typically use a Boeing 737 MAX 8 or an Embraer 175, though Frontier's aircraft type isn't specified. Connecting options commonly involve an Airbus A321 or Boeing 737-800 on the longer leg, paired with regional jets like the Embraer 170/175 or Canadair Regional Jet. Wi-Fi and seatback entertainment are widely available on these routes, though exact amenities vary by airline and aircraft.",
        "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 Cleveland to Miami?",
        "answer": "American Airlines, a oneworld member, flies nonstop from Cleveland to Miami, while Frontier also operates the route but belongs to no global alliance. No other alliance offers nonstop service on this route, though Star Alliance or SkyTeam may serve it 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. 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.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Cleveland?",
        "answer": "At Cleveland Hopkins International Airport, the main lounge available to travelers is The Club CLE, an independent lounge located in Concourse B after security. It is accessible via Priority Pass, American Express Platinum card, or by purchasing a day pass, and offers complimentary snacks, alcoholic beverages (for guests 21+), Wi-Fi, and flight monitors. The lounge operates daily from 4:30 AM to 9:00 PM, with a maximum stay of three hours. There are no airline-branded lounges such as a United Club or Delta Sky Club at CLE.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://prioritypass.com/lounges/usa/cleveland-oh-hopkins-intl",
            "title": "Cleveland Hopkins International Airport CLE Lounges - CLE Airport Guide and lounges.  | Priority Pass",
            "time_published": "2024-11-05T00:00:00Z"
          },
          {
            "url": "https://www.prioritypass.com/en-GB/lounges/united-states-of-america/cleveland-hopkins-international/cle5-the-club-cle",
            "title": "The Club CLE CLE AIRPORT Concourse B Cleveland OH Hopkins Intl | Priority Pass",
            "time_published": "2024-11-05T00:00:00Z"
          },
          {
            "url": "https://americanexpress.com/en-sg/travel/lounges/the-platinum-card/CLE",
            "title": "American Express Lounges at Cleveland Hopkins International Airport | Amex SG",
            "time_published": "2026-05-04T00:00:00Z"
          },
          {
            "url": "https://americanexpress.com/en-nz/travel/lounges/the-platinum-card/CLE/The-Club-CLE-Main-Terminal-Concourse-B-yFLWSLPBDZ",
            "title": "The Club CLE at Cleveland Hopkins International Airport | Amex NZ",
            "time_published": "2026-01-01T00:00:00Z"
          },
          {
            "url": "https://www.fly.faa.gov/fly/flyfaa/flyfaaindex?ARPT=CLE&p=1",
            "title": "Cleveland Hopkins International Airport",
            "time_published": "2026-05-17T00:00:00Z"
          }
        ]
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Cleveland to Miami?",
        "answer": "Baggage allowance on Cleveland–Miami flights depends on the airline and fare class. Basic Economy tickets typically do not include a checked bag and may restrict carry‑ons to a small personal item. Standard Economy fares usually allow one carry‑on and a personal item, but checked bags often incur a fee."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Cleveland to Miami?",
        "answer": "Flights from Cleveland to Miami generally offer Economy class with standard seating; Premium Economy is uncommon, and flat-bed Business class is rare on this domestic route."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies vary by airline and fare; flexible and higher‑cabin tickets often allow same‑day changes or standby, while Basic Economy usually does not."
      }
    }
  }
}