{"response": {"Key": "ATL-PVR", "orig": {"code": "ATL", "type": "airport", "city": "Atlanta", "fullCity": "Atlanta, Georgia", "airport": "Hartsfield Jackson Intl Airport"}, "dest": {"code": "PVR", "type": "airport", "city": "Puerto Vallarta", "fullCity": "Puerto Vallarta, Jalisco", "airport": "Gustavo Díaz Ordaz Intl Airport"}, "faq": {"q0": {"question": "What is the typical flight duration from Atlanta to Puerto Vallarta?", "answer": "The flight from Atlanta to Puerto Vallarta is about 1,560 miles and typically takes 4 hours and 13 minutes nonstop. The return leg is shorter at 3 hours and 42 minutes, a difference driven by prevailing winds.", "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 Puerto Vallarta?", "answer": "Delta and Frontier both fly nonstop from Atlanta to Puerto Vallarta. Delta operates daily with multiple morning departures, while Frontier runs just one flight a week on Saturdays. The flight takes about 4 hours and 13 minutes outbound.", "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, 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": ["route_airlines", "flight_schedule"]}, "q3": {"question": "What are the ground transportation options in Puerto Vallarta?", "answer": "From Puerto Vallarta International Airport (PVR), you can reach the city center by authorized taxi, ride-share, or rental car. Official taxis are readily available at the terminal, offering a flat-rate, reliable option and are the most commonly used by visitors. Ride-share services like Uber operate in the area, though pickup may be slightly less direct than a taxi. Car rentals are available at the airport for those planning to explore beyond the city. The airport is just a short drive north of downtown and the hotel zone, so any option is quick and convenient.", "toolsUsed": [], "references": [{"url": "https://en.wikipedia.org/wiki/Licenciado_Gustavo_D%C3%ADaz_Ordaz_International_Airport", "title": "Licenciado Gustavo Díaz Ordaz International Airport", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-07-27T07:42:13Z"}, {"url": "https://en.wikipedia.org/wiki/Licenciado%20Gustavo%20D%C3%ADaz%20Ordaz%20International%20Airport", "title": "Licenciado Gustavo Díaz Ordaz International Airport", "time_published": "2026-04-30T22:37:32Z"}, {"url": "https://en.wikipedia.org/wiki/Baj%C3%ADo%20International%20Airport", "title": "Bajío International Airport", "time_published": "2026-04-23T00:09:04Z"}, {"url": "https://en.wikipedia.org/wiki/Gustavo_Rojas_Pinilla_International_Airport", "title": "Gustavo Rojas Pinilla International Airport", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-07-12T13:53:09Z"}, {"url": "https://en.wikipedia.org/wiki/List%20of%20Viva%20destinations", "title": "List of Viva destinations", "time_published": "2026-03-24T15:16:32Z"}]}, "q4": {"question": "When is the cheapest time to fly from Atlanta to Puerto Vallarta?", "answer": "The cheapest time to fly from Atlanta to Puerto Vallarta is during the low season, particularly in August, with an average fare around $677, and July, averaging $741. The most expensive months are April, averaging $961, and May, around $926, falling in the high season.", "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 Puerto Vallarta?", "answer": "For the best fare from Atlanta to Puerto Vallarta, book 4 to 6 weeks in advance, when prices average around $712. Booking exactly 30 days out can yield the lowest fare at $706, while last-minute tickets climb to $1,104. During summer and holiday peaks, you’ll want to lean toward the earlier end of that window or even a bit further out to avoid steeper premiums.", "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 Puerto Vallarta?", "answer": "No overnight red‑eye flights are available from Atlanta to Puerto Vallarta — neither nonstop nor connecting itineraries with a red‑eye long leg operate on this route.", "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 Puerto Vallarta?", "answer": "Delta and Frontier fly nonstop from Atlanta to Puerto Vallarta. Delta operates up to 23 weekly flights with departures throughout the morning, and the typical fare is around $763. Frontier runs a single weekly flight on Saturdays. Other carriers may serve the route with a connection, but Delta and Frontier are the nonstop operators.", "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 Puerto Vallarta?", "answer": "Common layovers include Houston, Dallas, Mexico City, and Phoenix. Houston and Dallas offer extensive connections on United and American, while Mexico City provides efficient transfers on Aeromexico. Phoenix is a convenient Southwest and American hub. All keep total travel times competitive."}, "q10": {"question": "Which months have the best weather for traveling to Puerto Vallarta?", "answer": "November to April offers sunny, warm days with low humidity and fewer tourists than peak winter holidays."}, "q11": {"question": "What documents should I bring with me to the airport when flying from Atlanta to Puerto Vallarta?", "answer": "Bring a passport valid for at least six months, complete the Mexican FMM form, carry proof of onward or return travel, a payment method for baggage, and any required vaccination or insurance documents."}, "q12": {"question": "Which airport should I use in Puerto Vallarta?", "answer": "Puerto Vallarta has one airport, Licenciado Gustavo Díaz Ordaz International Airport, located about 10 km north of downtown and the Hotel Zone, serving all flights to the area."}, "q13": {"question": "How do I get to Hartsfield Jackson Intl Airport from the city center?", "answer": "From downtown Atlanta, the MARTA Red and Gold rail lines offer a quick and affordable ride directly into the domestic terminal in about 20 minutes. Ride‑share services and taxis are available and provide door‑to‑terminal convenience at a higher cost, while shared‑ride shuttles serve downtown for a flat per‑person fare. Driving and parking at the airport is straightforward via I‑75/85, with both domestic and international terminal lots. MARTA is generally the fastest and most popular option, especially during peak traffic hours.", "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 Puerto Vallarta airport?", "answer": "Puerto Vallarta Airport (PVR) does not have on-site hotels, capsule hotels, or sleeping pods, and seating is limited with no dedicated rest zones. However, there are several hotels nearby, including options within walking distance, and no shuttle is required to reach them.", "toolsUsed": [], "references": [{"url": "https://en.wikipedia.org/wiki/Licenciado_Gustavo_D%C3%ADaz_Ordaz_International_Airport", "title": "Licenciado Gustavo Díaz Ordaz International Airport", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-07-27T07:42:13Z"}, {"url": "https://sleepinginairports.net/guides/puerto-vallarta-airport-guide.htm", "title": "Puerto Vallarta Airport Guide (PVR) - 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": "2018-08-08T20:56:57Z"}, {"url": "https://en.wikipedia.org/wiki/Licenciado%20Gustavo%20D%C3%ADaz%20Ordaz%20International%20Airport", "title": "Licenciado Gustavo Díaz Ordaz International Airport", "time_published": "2026-04-30T22:37:32Z"}, {"url": "https://activities.marriott.com/north-america/mexico/mexico-state/mexico-city/activities/transfer_airport_hotel_or_vice_versa-XGPOXZ?property=MEXXZ", "title": "Transfer Airport - Hotel or vice versa", "time_published": "2026-04-06T00:00:00Z"}, {"url": "https://www.sleepinginairports.net/guides/puerto-ordaz-airport-guide.htm", "title": "Puerto Ordaz Airport Guide", "time_published": "2024-08-26T00:00:00Z"}, {"url": "https://www.sleepinginairports.net/lounges/puerto-vallarta-airport-lounges.htm", "title": "Puerto Vallarta Airport Lounges (PVR)", "time_published": "2024-01-01T00:00:00Z"}]}, "q17": {"question": "What aircraft are typically used on flights from Atlanta to Puerto Vallarta?", "answer": "There is no nonstop service from Atlanta to Puerto Vallarta. On typical one-stop itineraries, the long leg is most often a Boeing 737-800 or Boeing 737 MAX 8, with connections through Dallas–Fort Worth (American), Houston (United), or Phoenix (American and Southwest). The exact aircraft can vary by day and airline, and some connecting flights may use unspecified types. Wi-Fi and seatback entertainment are widely available on these aircraft, though specific offerings depend on the carrier and individual plane.", "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 Puerto Vallarta?", "answer": "Delta (SkyTeam) and Frontier (no alliance) fly nonstop from Atlanta to Puerto Vallarta. Other alliances may serve the route via connections, but no oneworld or Star Alliance carrier operates it nonstop.", "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 locations across Concourses A, B, C, D, E, F, and T, with the Concourse D club near gate D18 being the largest at 24,500 square feet with over 500 seats, Southern-inspired cuisine, private phone booths, and high-speed Wi-Fi. Access is available to Delta One, first, or business class passengers, SkyTeam Elite Plus members, and qualifying American Express cardholders. The Centurion Lounge in Concourse E offers complimentary food, craft cocktails, and a wine wall for Platinum Card Members from American Express, while The Club ATL in Concourse F welcomes Priority Pass members with a full bar and shower suites. Minute Suites sleep pods are also available in Concourses B, E, and F for Priority Pass or paid access.", "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 Puerto Vallarta?", "answer": "Baggage allowance depends on the airline and fare class. Basic economy tickets often exclude checked bags, while standard economy typically includes one free checked bag and a carry-on. Premium cabins offer more generous allowances."}, "q22": {"question": "What cabin and seat options are typical from Atlanta to Puerto Vallarta?", "answer": "Typical options include Economy and flat-bed Business class; Premium Economy is occasionally available on connecting itineraries."}, "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 permit same-day changes or standby, while basic economy typically does not."}}}}