{"response": {"Key": "ATL-ISB", "orig": {"code": "ATL", "type": "airport", "city": "Atlanta", "fullCity": "Atlanta, Georgia", "airport": "Hartsfield Jackson Intl Airport"}, "dest": {"code": "ISB", "type": "airport", "city": "Islamabad", "fullCity": "Islamabad, Pakistan", "airport": "Islamabad Intl Airport"}, "faq": {"q0": {"question": "What is the typical flight duration from Atlanta to Islamabad?", "answer": "Atlanta to Islamabad is about 7,570 miles. There is no scheduled nonstop service on this route, so the journey requires a connection; typical one-stop itineraries take approximately 18 to 22 hours in total, depending on the layover.", "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"]}, "q3": {"question": "What are the ground transportation options in Islamabad?", "answer": "From Islamabad International Airport (ISB), the most common way to reach the city center is by taxi or ride-hailing services like Careem and Uber, which take about 30–40 minutes. There is no direct rail or metro link, but the Rawalpindi-Islamabad Metrobus system offers bus rapid transit from nearby stations, though you would first need a taxi or ride to connect to it. Car rentals are available at the airport, but public buses are limited and not a primary option for visitors. Taxis and ride-shares are the fastest and most used modalities.", "toolsUsed": ["article_lookup"], "references": [{"url": "https://en.wikipedia.org/wiki/Islamabad_International_Airport", "title": "Islamabad International Airport", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-07-17T17:08:44Z"}, {"url": "https://en.wikipedia.org/wiki/Transport%20in%20Islamabad", "title": "Transport in Islamabad", "time_published": "2026-03-28T10:37:29Z"}, {"url": "https://en.wikipedia.org/wiki/Transport_in_Islamabad", "title": "Transport in Islamabad", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-03-28T10:37:29Z"}, {"url": "https://en.wikipedia.org/wiki/Islamabad_Express", "title": "Islamabad Express", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-06-19T05:24:32Z"}, {"url": "https://en.wikipedia.org/wiki/Islamabad%20Express", "title": "Islamabad Express", "time_published": "2026-02-27T16:52:43Z"}]}, "q4": {"question": "When is the cheapest time to fly from Atlanta to Islamabad?", "answer": "The cheapest months to fly from Atlanta to Islamabad are September and October, with average fares around $906 and $924, while the most expensive are June, May, and December, averaging $1,746, $1,605, and $1,513.", "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 Islamabad?", "answer": "For flights from Atlanta to Islamabad, the optimal booking window is roughly 9 to 12 weeks ahead, when fares average around $1,068. The single cheapest day to book is about 80 days before departure, at $1,042, while last‑minute tickets can jump to over $1,700. During peak summer and holiday periods, you’ll likely need to book even earlier — at least 12 to 16 weeks out — to avoid the steepest price hikes.", "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 Islamabad?", "answer": "No overnight (red-eye) flights are scheduled from Atlanta to Islamabad — neither nonstop nor connecting itineraries with a red-eye long leg were found 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 Islamabad?", "answer": "There are no nonstop flights from Atlanta to Islamabad. Qatar Airways offers the most frequent one-stop connections, with about 10 daily options via Doha. Turkish Airlines also serves the route with around 4 daily flights connecting through Istanbul, while Etihad Airways provides roughly 2 daily connections via Abu Dhabi. Per-carrier median fares are not available for 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.", "toolsUsed": ["route_airlines"]}, "q8": {"question": "If I need a connection, what are common layover cities between Atlanta and Islamabad?", "answer": "Common layovers include Doha, Dubai, Istanbul and Jeddah. Doha and Dubai offer broad connections and efficient transfers with single-terminal operations. Istanbul provides visa-free transit for many nationalities and a modern airport. Jeddah is a hub for Saudia with good onward connections to Islamabad."}, "q10": {"question": "Which months have the best weather for traveling to Islamabad?", "answer": "March to April and October to November offer pleasant, mild weather and fewer tourists."}, "q11": {"question": "What documents should I bring with me to the airport when flying from Atlanta to Islamabad?", "answer": "Bring a passport valid for at least six months and a valid Pakistani visa or other entry authorization. Carry proof of onward or return travel, a payment method for baggage, and any required vaccination certificates, such as for polio."}, "q12": {"question": "Which airport should I use in Islamabad?", "answer": "Islamabad has only one airport, Islamabad International Airport, located about 30 km southwest of the city centre. It serves all commercial flights into the capital."}, "q13": {"question": "How do I get to Hartsfield Jackson Intl Airport from the city center?", "answer": "The fastest and most popular way to reach Hartsfield-Jackson from downtown Atlanta is the MARTA Red or Gold Line train, which takes about 20 minutes and costs a single fare. Ride-share services like Uber and Lyft, as well as taxis, offer door-to-door convenience and take roughly the same time in light traffic, though they are pricier than the train. Shared-ride shuttles, which run about $16.50 per person, provide a middle-ground option but require advance booking. Driving yourself is possible via I-75/85 South, with both domestic and international terminal parking available, but you'll need to budget for parking fees.", "toolsUsed": ["article_lookup"], "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 Islamabad airport?", "answer": "Islamabad International Airport does not have any on-site hotels, capsule hotels, or sleeping pods, and there are no dedicated rest zones or quiet areas inside the terminal. Nearby hotels may offer shuttle service, but none are directly connected to the airport. Travelers planning an overnight stay should arrange off-site accommodation in advance.", "toolsUsed": ["article_lookup"], "references": [{"url": "https://sleepinginairports.net/guides/islamabad-airport-guide.htm", "title": "Islamabad Airport Guide (ISB) - 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": "2018-08-25T14:51:35Z"}, {"url": "https://www.sleepinginairports.net/reviews/islamabad-airport-reviews.htm", "title": "Islamabad Airport Reviews (ISB)", "time_published": "2022-10-24T00:00:00Z"}, {"url": "https://en.wikipedia.org/wiki/Islamabad_International_Airport", "title": "Islamabad International Airport", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-07-17T17:08:44Z"}, {"url": "https://activities.marriott.com/asia/pakistan/islamabad/activities/premium_services_islamabad_international_airport_transfer_departures-XE5TD3", "title": "Premium Services: Islamabad International Airport Transfer - Departures", "time_published": "2026-01-01T00:00:00Z"}, {"url": "https://meetings.accor.com/hotel/9041/index.en.shtml", "title": "Hotel in Airport - Ibis Budget Jakarta Airport - Accorhotels - Meetings", "time_published": "2025-10-09T00:00:00Z"}, {"url": "https://www.sleepinginairports.net/lounge/islamabad-airport/cip-lounge-isb.htm", "title": "CIP Lounge | Islamabad Airport", "time_published": "2023-12-06T00:00:00Z"}]}, "q15": {"question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Islamabad Intl Airport?", "answer": "Islamabad International Airport offers prayer rooms, currency exchange offices, and free Wi‑Fi. Prayer facilities are available within the passenger terminal building. Currency exchange services are located in the arrivals area. Complimentary Wi‑Fi is provided throughout the terminal for all travelers.", "toolsUsed": ["article_lookup"], "references": [{"url": "https://en.wikipedia.org/wiki/Islamabad_International_Airport", "title": "Islamabad International Airport", "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png", "time_published": "2026-07-17T17:08:44Z"}, {"url": "https://en.wikipedia.org/wiki/Islamabad%20International%20Airport", "title": "Islamabad International Airport", "time_published": "2026-05-01T06:21:21Z"}, {"url": "https://en.wikipedia.org/wiki/Faisalabad_International_Airport", "title": "Faisalabad International Airport", "time_published": "2026-07-06T00:32:37Z"}, {"url": "https://en.wikipedia.org/wiki/Allama%20Iqbal%20International%20Airport", "title": "Allama Iqbal International Airport", "time_published": "2026-05-01T06:19:34Z"}, {"url": "https://en.wikipedia.org/wiki/Turbat%20International%20Airport", "title": "Turbat International Airport", "time_published": "2025-11-30T18:40:42Z"}]}, "q17": {"question": "What aircraft are typically used on flights from Atlanta to Islamabad?", "answer": "There is no nonstop service from Atlanta to Islamabad; typical connecting itineraries use Qatar Airways via Doha on an Airbus A350-1000, Turkish Airlines via Istanbul on Boeing 777-300ER or 777-200, or Etihad via Abu Dhabi on an Airbus A350-1000. The long-haul leg from Atlanta is most commonly operated by an A350-1000 or Boeing 777 variant, though the exact aircraft can vary by day and airline. Wi-Fi and seatback entertainment are widely available on these long-haul widebody 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. 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_aircraft", "route_airlines"]}, "q18": {"question": "Which airline alliances serve flights from Atlanta to Islamabad?", "answer": "The three airlines operating one-stop service from Atlanta to Islamabad are Qatar Airways (via Doha), Turkish Airlines (via Istanbul), and Etihad (via Abu Dhabi). Qatar Airways is a member of the oneworld alliance, Turkish Airlines belongs to Star Alliance, and Etihad is not part of any major alliance.", "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": "When departing from Atlanta, you have access to nine Delta Sky Clubs spread across concourses A, B, C, D, E, F, and T, with the flagship D18 location offering over 500 seats and Southern-inspired cuisine; eligibility comes with a Delta One or SkyTeam premium cabin ticket, Delta Sky Club membership, or certain American Express cards. The Centurion Lounge in Concourse E provides complimentary craft cocktails and hot food for American Express Platinum and Centurion cardholders. The Club ATL in Concourse F is open to Priority Pass members and day-pass purchasers, featuring a full bar and quiet seating. Minute Suites in concourses B, E, and F offer private rooms with daybeds for a fee, ideal for a quick rest.", "toolsUsed": ["article_lookup"], "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 Islamabad?", "answer": "Baggage rules vary by airline and fare class. Basic economy tickets typically exclude checked bags, while 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 Atlanta to Islamabad?", "answer": "Flights from Atlanta to Islamabad typically offer Economy and flat-bed Business class; Premium Economy is available on select connecting itineraries."}, "q23": {"question": "Are same‑day changes or standby possible on this route?", "answer": "Policies differ by airline and fare; flexible, business, and first‑class tickets often permit same‑day changes or standby, while basic economy and restrictive fares usually do not."}}}}