{"response": {"Key": "ATL-CLE", "orig": {"code": "ATL", "type": "airport", "city": "Atlanta", "fullCity": "Atlanta, Georgia", "airport": "Hartsfield Jackson Intl Airport"}, "dest": {"code": "CLE", "type": "airport", "city": "Cleveland", "fullCity": "Cleveland, Ohio", "airport": "Hopkins Intl Airport"}, "faq": {"q0": {"question": "What is the typical flight duration from Atlanta to Cleveland?", "answer": "The flight from Atlanta to Cleveland is about 555 miles and typically takes 1 hour 45 minutes nonstop, while the return leg averages 1 hour 55 minutes, making the westbound trip slightly longer.", "methodology": "Carrier service, flight times and distances for this route come 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). We report the days of the week and the departure times each carrier operates. The typical flight time is the median scheduled block time, given both per carrier and across all carriers on the route; where a schedule does not publish an elapsed time, it is derived from the scheduled departure and arrival times converted to UTC. Outbound and return times are computed by the same method, so the difference between them is directly comparable and reflects prevailing winds rather than any change in derivation. Distance is the great-circle distance between the two specific airports named, so an actual flown track is typically 2-5% longer. Where shown, on-time departure and arrival rates and cancellation rates come from the U.S. Bureau of Transportation Statistics (BTS) Airline On-Time Performance dataset, which covers U.S. domestic routes only; where a typical fare is shown, it comes from the U.S. DOT Airline Origin and Destination Survey (DB1B), a quarterly 10% sample of tickets sold.", "toolsUsed": ["flight_schedule"]}, "q1": {"question": "Are there any direct flights from Atlanta to Cleveland?", "answer": "Yes, Delta, Frontier, and Southwest all fly nonstop from Atlanta to Cleveland. Delta runs up to 125 flights a week with departures spread across the day, Frontier operates about 31 weekly flights, and Southwest has a limited schedule on Mondays, Thursdays, and Fridays only.", "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"]}, "q3": {"question": "What are the ground transportation options in Cleveland?", "answer": "Cleveland Hopkins Airport (CLE) offers a direct rail link to downtown via the RTA Red Line, which is the fastest and most-used option, taking about 25 minutes. Taxis, ride shares like Uber and Lyft, and rental cars are also readily available at the terminal. The Red Line is generally the best choice for avoiding traffic, while ride shares offer door-to-door convenience at a higher cost. There is no dedicated airport bus, but the rail station is inside the terminal for seamless access.", "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"}]}, "q4": {"question": "When is the cheapest time to fly from Atlanta to Cleveland?", "answer": "The cheapest months to fly from Atlanta to Cleveland are October, August, and September, with average fares around $134 to $143. The most expensive months are April, March, and May, where average prices range from $208 to $217.", "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 Atlanta to Cleveland?", "answer": "For Atlanta to Cleveland, the best fares appear when booking 2 to 5 weeks ahead, with an average around $98 and a sweet spot near 30 days out at $91. Prices stay fairly steady in that window but climb quickly inside two weeks and also rise well above $200 if you book more than four months early. During peak summer and holiday periods, demand can push fares higher, so aiming for the earlier side of that 2-5 week range or even a bit further out can help lock in a better deal.", "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 Atlanta to Cleveland?", "answer": "Yes, overnight red-eye flights are available from Atlanta to Cleveland. Delta and Frontier both operate nonstop red-eyes on this route, with Delta flying daily and Frontier running on most days except Tuesday. Departures typically fall between 9:50 PM and 11:00 PM, with the latest Delta flight departing at 11:00 PM and arriving just after midnight in the early hours, while earlier departures land before midnight the same night.", "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 Atlanta to Cleveland?", "answer": "Delta, Frontier, and Southwest fly nonstop from Atlanta to Cleveland. Delta operates about 125 weekly flights, Frontier around 31, and Southwest just 3 flights on Mondays, Thursdays, and Fridays. Typical median fares are roughly $432 on Delta, $213 on Frontier as the low-fare leader, and $318 on Southwest.", "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 Atlanta and Cleveland?", "answer": "Common layover cities for connections between Atlanta and Cleveland include Charlotte, Detroit, and Chicago O'Hare. These hubs offer frequent flights, efficient transfer processes, and minimal added travel time."}, "q9": {"question": "How reliable are on‑time departures on this route from Atlanta to Cleveland?", "answer": "On the Atlanta to Cleveland route, Delta has an on-time departure rate of 81% and a cancellation rate of 0.9%, while Frontier's on-time departures are 68% with a 1.2% cancellation rate. Southwest operates limited days with a 76% on-time departure rate and 0% cancellations.", "methodology": "Carrier service, flight times and distances for this route come 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). We report the days of the week and the departure times each carrier operates. The typical flight time is the median scheduled block time, given both per carrier and across all carriers on the route; where a schedule does not publish an elapsed time, it is derived from the scheduled departure and arrival times converted to UTC. Outbound and return times are computed by the same method, so the difference between them is directly comparable and reflects prevailing winds rather than any change in derivation. Distance is the great-circle distance between the two specific airports named, so an actual flown track is typically 2-5% longer. Where shown, on-time departure and arrival rates and cancellation rates come from the U.S. Bureau of Transportation Statistics (BTS) Airline On-Time Performance dataset, which covers U.S. domestic routes only; where a typical fare is shown, it comes from the U.S. DOT Airline Origin and Destination Survey (DB1B), a quarterly 10% sample of tickets sold.", "toolsUsed": ["flight_schedule"]}, "q10": {"question": "Which months have the best weather for traveling to Cleveland?", "answer": "May, June, and September offer pleasant temperatures and fewer tourists than mid‑summer."}, "q11": {"question": "What documents should I bring with me to the airport when flying from Atlanta to Cleveland?", "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 Cleveland?", "answer": "Cleveland Hopkins International Airport is the city's only commercial airport, located about 12 miles southwest of downtown and serving all major domestic airlines."}, "q13": {"question": "How do I get to Hartsfield Jackson Intl Airport from the city center?", "answer": "From downtown Atlanta, the fastest and most popular way to reach Hartsfield‑Jackson is MARTA’s Red or Gold Line, which runs directly to the airport terminal in about 15–20 minutes for a low fare. Ride‑share services and taxis are also readily available and take roughly the same time in light traffic, though they cost significantly more. Shared‑ride shuttle vans offer a middle‑ground price, while driving yourself is straightforward via I‑75/85 South with both domestic and international parking options, but parking fees add to the cost.", "toolsUsed": [], "references": [{"url": "https://atl.com/ground-transportation", "title": "Ground Transportation - The official website of Hartsfield-Jackson Atlanta International Airport", "favicon": "https://www.atl.com/wp-content/uploads/2023/08/cropped-HJ_plane_Red-1000-180x180.jpg", "time_published": "2025-08-22T21:08:34Z"}, {"url": "https://www.atl.com/maps-3/", "title": "Terminal Maps - The official website of Hartsfield-Jackson Atlanta International Airport", "favicon": "https://www.atl.com/wp-content/uploads/2023/08/cropped-HJ_plane_Red-1000-180x180.jpg", "time_published": "2022-01-25T20:26:21Z"}, {"url": "https://en.wikipedia.org/wiki/Airport%20station%20%28MARTA%29", "title": "Airport station (MARTA)", "time_published": "2026-03-29T17:37:22Z"}, {"url": "https://en.wikipedia.org/wiki/Airport_station_(MARTA)", "title": "Airport station (MARTA)", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-06-05T09:05:51Z"}, {"url": "https://www.fly.faa.gov/fly/flyfaa/flyfaaindex?ARPT=ATL&p=1", "title": "Hartsfield-Jackson Atlanta International Airport"}]}, "q14": {"question": "Are there hotels or sleeping facilities at Cleveland airport?", "answer": "Cleveland Hopkins International Airport (CLE) does not have on-site hotels, capsule hotels, or sleeping pods inside the terminal. However, several nearby hotels like the Aloft Cleveland Airport offer complimentary shuttle service to and from the airport. Passengers can also find some relatively comfortable spots for sleeping landside, such as leather booths near the food court, though the food court opens at 5:00 AM.", "toolsUsed": [], "references": [{"url": "https://www.sleepinginairports.net/guides/cleveland-airport-guide.htm", "title": "Cleveland Airport Guide (CLE) - Sleeping in Airports", "time_published": "2018-08-03T09:47:28Z"}, {"url": "https://activities.marriott.com/north-america/usa/ohio/cleveland/activities/cleveland_to_cleveland_hopkins_airport_cle_departure_private_transfer-XN0B9U", "title": "Cleveland to Cleveland Hopkins Airport (CLE) - Departure Private Transfer", "time_published": "2026-01-21T00:00:00Z"}, {"url": "https://www.marriott.com/en-us/hotels/cleaa-aloft-cleveland-airport/overview/?EM=DNM_ALOFTCLEVELANDAIRPORT.COM", "title": "Aloft Cleveland Airport - Hotel Near Cleveland International Airport", "time_published": "2025-02-19T00:00:00Z"}, {"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://www.sleepinginairports.net/reviews/cleveland-airport-reviews.htm", "title": "Cleveland Airport Reviews (CLE)", "time_published": "2023-07-11T00:00:00Z"}, {"url": "https://en.wikipedia.org/wiki/Cleveland%20Hopkins%20International%20Airport", "title": "Cleveland Hopkins International Airport", "time_published": "2026-05-01T08:14:17Z"}]}, "q15": {"question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Hopkins Intl Airport?", "answer": "Cleveland Hopkins International Airport offers free Wi‑Fi throughout the terminal. There is a prayer room located in the main terminal near Concourse C, though it is not staffed. Currency exchange services are available at the airport.", "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": "http://faa.gov/air_traffic/flight_info/aeronav/procedures/application/index.cfm?directory=2017103131063403001-CLE-NDBR&event=directory&nasrId=CLE&type=ndbr", "title": "Airport Procedures Information Gateway", "time_published": "2025-12-03T16:08:12Z"}, {"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_Hopkins_International", "title": "Cleveland Hopkins International Airport", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2003-07-07T01:54:15Z"}, {"url": "https://www.faa.gov/air_traffic/flight_info/aeronav/procedures/application/index.cfm?event=procedure.results&nasrId=CLE&orderBy=procedure&orderDirection=asc&tab=ndbr", "title": "IFP Information Gateway Search Results", "time_published": "2025-12-03T16:08:12Z"}]}, "q17": {"question": "What aircraft are typically used on flights from Atlanta to Cleveland?", "answer": "Nonstop flights from Atlanta to Cleveland are typically operated with Airbus A319s and occasionally other narrowbody types, though Frontier's specific aircraft is not listed in the published schedule. On connecting itineraries, the most common long-haul aircraft are Boeing 737-800s and Airbus A319s, often routing through Charlotte, Chicago O'Hare, or Baltimore. Exact aircraft can vary by day and airline, and 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"]}, "q18": {"question": "Which airline alliances serve flights from Atlanta to Cleveland?", "answer": "Delta (SkyTeam) and Frontier (no alliance) fly nonstop from Atlanta to Cleveland, with Southwest also offering limited nonstop service and belonging to no alliance. Other alliances may serve the route via connections, but no Star Alliance or oneworld carriers operate nonstop flights.", "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 Atlanta?", "answer": "At Hartsfield-Jackson Atlanta International Airport, Delta Air Lines operates nine Sky Club lounges across every concourse, with the standout being the 24,500-square-foot location at Gate D18 featuring Southern-inspired cuisine and over 500 seats. American Express offers The Centurion Lounge in Concourse E, known for its premium food and craft cocktails, accessible to Platinum Card and Centurion members. The Club ATL in Concourse F is the main independent option, available via Priority Pass or day pass, while Minute Suites in Concourses B, E, and F provide private sleep pods with Priority Pass access. All Delta Sky Clubs welcome Delta One, first class, or SkyTeam Elite Plus passengers, and eligible American Express cardholders.", "toolsUsed": [], "references": [{"url": "https://americanexpress.com/en-us/travel/lounges/the-platinum-card/ATL", "title": "American Express Lounges at Hartsfield–Jackson Atlanta International Airport | Amex US", "time_published": "2026-05-02T00:00:00Z"}, {"url": "https://www.delta.com/us/en/airports/united-states/atlanta-sky-club-airport-map", "title": "Hartsfield Atlanta (ATL) Airport Map & Lounges | Delta Air Lines", "time_published": "2023-01-01T00:00:00Z"}, {"url": "https://prioritypass.com/lounges/usa/atlanta-ga-international", "title": "Hartsfield–jackson Atlanta International Airport ATL Lounges - ATL Airport Guide and lounges. | Priority Pass", "favicon": "https://prioritypass.com/icon.png?a4ff481221414a5c", "time_published": "2024-11-05T16:20:09Z"}, {"url": "https://americanexpress.com/en-us/travel/lounges/delta-reserve/ATL", "title": "American Express Lounges at Hartsfield–Jackson Atlanta International Airport | Amex US", "favicon": "https://www.americanexpress.com/apple-touch-icon-152x152.png"}, {"url": "https://prioritypass.com/lounges/usa/atlanta-ga-international/atl11-minute-suites", "title": "Hartsfield–jackson Atlanta International Airport ATL Lounges - ATL Airport Guide and lounges.  | Priority Pass", "time_published": "2024-11-05T00:00:00Z"}]}, "q21": {"question": "What is the baggage allowance on this route from Atlanta to Cleveland?", "answer": "On domestic flights like Atlanta to Cleveland, baggage policies vary by airline. Basic economy often restricts carry‑ons to a personal item and charges for checked bags, while standard economy typically includes a carry‑on and may charge for the first checked bag."}, "q22": {"question": "What cabin and seat options are typical from Atlanta to Cleveland?", "answer": "Flights from Atlanta to Cleveland typically offer only Economy class; Premium Economy and flat-bed Business are not available on this short domestic route."}, "q23": {"question": "Are same‑day changes or standby possible on this route?", "answer": "Policies differ by airline and fare; flexible and premium tickets typically permit same‑day changes or standby, while Basic Economy rarely does."}}}}