{
  "response": {
    "Key": "LIM-BWI",
    "orig": {
      "code": "LIM",
      "type": "airport",
      "city": "Lima",
      "fullCity": "Lima, Peru",
      "airport": "Jorge Chávez Intl Airport"
    },
    "dest": {
      "code": "BWI",
      "type": "airport",
      "city": "Baltimore",
      "fullCity": "Baltimore, Maryland",
      "airport": "Thurgood Marshall Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Lima to Baltimore?",
        "answer": "There are no nonstop flights from Lima (LIM) to Baltimore (BWI). A typical one-stop flight takes about 9 to 10 hours total travel time, with common layovers in Miami (MIA), Panama City (PTY), or Atlanta (ATL). The return flight from Baltimore to Lima is similar in duration, often around 9 to 10 hours."
      },
      "q1": {
        "question": "Are there any direct flights from Lima to Baltimore?",
        "answer": "There are no nonstop flights from Lima (LIM) to Baltimore (BWI). The shortest connecting routings typically go via Atlanta (ATL) on Delta or LATAM/Delta, or via Miami (MIA) on American, with total travel times around 8 to 10 hours including the layover.",
        "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"
        ]
      },
      "q2": {
        "question": "Are there visa requirements to travel from Lima to Baltimore?",
        "answer": "Yes — for a flight from Lima, Peru to Baltimore, Maryland, visa requirements depend on your citizenship. If you are a Peruvian national, you must hold a valid U.S. visa for entry into the United States, unless you are a dual national of a Visa Waiver Program country, in which case you may be eligible for ESTA. U.S. citizens do not require a visa to enter the U.S. but must present a valid U.S. passport. For all other nationalities, entry requirements follow standard U.S. immigration policy: either a valid visa or ESTA authorization under the Visa Waiver Program is necessary. Always check the latest U.S. entry rules before travel."
      },
      "q3": {
        "question": "What are the ground transportation options in Baltimore?",
        "answer": "From Baltimore/Washington International Airport (BWI) to downtown Baltimore, the light rail is a convenient and affordable mass transit option, taking about 30 minutes. The MARC train offers a faster connection to Baltimore's Penn Station in roughly 25 minutes, though with less frequent service. Taxis and ride-share services like Uber and Lyft are readily available and take about 15 to 20 minutes without heavy traffic, but cost significantly more. Car rentals are available at the airport and are useful for exploring beyond the city, though parking downtown can be expensive. Most travelers use the light rail or MARC train for their balance of cost and efficiency, while business travelers often prefer ride-share for door-to-door convenience."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Lima to Baltimore?",
        "answer": "Based on seasonal price data, the cheapest months to fly from Lima to Baltimore are April (average $559), October ($587), and March ($588), while the most expensive months are December (average $823), July ($780), and August ($699).",
        "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 Lima to Baltimore?",
        "answer": "For flights from Lima to Baltimore, the optimal booking window is about 23 to 26 weeks before departure, with an average fare around $683. The absolute cheapest fares have been found 180 days out at $669, while prices tend to spike if you book around 10 weeks before, reaching $827 or more. For summer and holiday travel, booking even earlier—likely 6-7 months ahead—can help you avoid the steepest 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. 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 Lima to Baltimore?",
        "answer": "There are no nonstop red-eye flights from Lima (LIM) to Baltimore (BWI). However, connecting red-eye itineraries are available, with the overnight leg typically on American Airlines from Lima to Miami departing between 10:00 PM and 11:45 PM and arriving in Miami between 4:54 AM and 6:39 AM, followed by a connecting flight to Baltimore.",
        "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 Lima to Baltimore?",
        "answer": "There is no nonstop service between Lima (LIM) and Baltimore (BWI); the route is operated via connecting flights. Common one-stop routings include American Airlines through Miami (MIA), LATAM and Delta through Atlanta (ATL), Copa Airlines through Panama City (PTY), and United through Houston (IAH). These carriers typically offer daily frequencies on the connecting legs.",
        "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"
        ]
      },
      "q8": {
        "question": "If I need a connection, what are common layover cities between Lima and Baltimore?",
        "answer": "Common layover cities include Miami, Atlanta, Panama City, and Fort Lauderdale. Miami and Atlanta offer extensive U.S. connections and efficient immigration facilities. Panama City provides a central hub with visa‑free transit for many nationalities and shorter overall flight time from Lima. Fort Lauderdale can be a lower‑congestion alternative to Miami with competitive total travel times."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Lima to Baltimore?",
        "answer": "This route involves connecting flights, so reliability depends on the first leg. Early departures from Lima reduce risk of cascading delays. No direct service exists, so no single airline dominates on-time performance."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Baltimore?",
        "answer": "May to June and September to early October offer warm, pleasant weather with lower humidity and fewer tourists than peak summer."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Lima to Baltimore?",
        "answer": "Bring a passport valid for the duration of your stay in the U.S., a valid U.S. visa or ESTA authorization, proof of onward or return travel, a payment method for baggage, and any required vaccination certificates. No Real ID is needed for entry, but you may need it for domestic connections."
      },
      "q12": {
        "question": "Which airport should I use in Baltimore?",
        "answer": "Baltimore/Washington International Thurgood Marshall Airport is the primary airport serving Baltimore, located about 10 miles south of downtown. It is a major base for Southwest Airlines and also served by other major carriers, offering domestic and limited international flights. There are no other commercial airports in Baltimore; nearby Washington, D.C. has Ronald Reagan National and Dulles, but BWI is the most convenient for Baltimore visitors."
      },
      "q13": {
        "question": "How do I get to Jorge Chávez Intl Airport from the city center?",
        "answer": "From central Lima, the Airport Express bus is the most popular dedicated shuttle, taking about 45–60 minutes. Public buses are cheaper but slower and less reliable. Taxis and ride‑shares are faster, around 30–40 minutes, and cost more. Driving and parking are possible but the most expensive option."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Baltimore airport?",
        "answer": "Baltimore/Washington International Airport does not have on-site hotels or sleeping pods. Several nearby hotels offer free shuttle service, including the Holiday Inn BWI Airport, La Quinta Inn & Suites, and the Westin Baltimore Washington Airport. Shuttle pickup is typically from the ground transportation area."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Thurgood Marshall Intl Airport?",
        "answer": "Baltimore/Washington International Thurgood Marshall Airport provides currency exchange at the ICE desk in the international terminal (E concourse), a meditation room pre‑security on the upper level of the main terminal and free Wi‑Fi throughout all terminals."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Lima and Baltimore airports?",
        "answer": "Lima Jorge Chávez Airport offers wheelchair assistance, accessible restrooms, and a children’s play area in the domestic zone. Baltimore/Washington International provides wheelchair and mobility guidance, a sensory room, and a kids’ play area near Concourse D. Arrange assistance through your airline at least 48 hours before departure."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Lima to Baltimore?",
        "answer": "There is no nonstop service from Lima (LIM) to Baltimore (BWI); typical connecting itineraries use an Airbus A321neo via Miami on American, a Boeing 767-300 via Atlanta on Delta or LATAM, a Boeing 737 MAX 8 via Panama City on Copa, or a Boeing 767-300 via Houston on United, with the shorter domestic leg usually operated by a Boeing 737. The exact aircraft can vary by day and airline, and most of these planes offer Wi-Fi and seatback entertainment.",
        "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 Lima to Baltimore?",
        "answer": "No airline flies nonstop between Lima and Baltimore, but one-stop connections are offered by carriers from all three global alliances: Star Alliance (via Copa Airlines or United Airlines), oneworld (via American Airlines), and SkyTeam (via Delta Air Lines). LATAM also appears in the schedule data as a connecting option and is a major operating carrier that belongs to no 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.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Lima?",
        "answer": "At Lima Jorge Chávez Airport, the VIP Club Lounge (access via Priority Pass, business-class tickets or day pass) offers showers, food and quiet areas. The Sumaq VIP Lounge, located in domestic departures, is available to some credit-card holders and eligible passengers. For international flights, the Hanaq VIP Lounge provides similar amenities and accepts day-pass purchases."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Lima to Baltimore?",
        "answer": "Baggage allowance on flights from Lima to Baltimore depends on the airline and fare type. Basic economy often excludes a free checked bag, while standard international economy typically includes one checked bag and a carry-on. Premium cabins offer more generous allowances."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Lima to Baltimore?",
        "answer": "Flights from Lima to Baltimore typically offer Economy and often flat-bed Business class on connecting itineraries; Premium Economy is uncommon and First class is not offered."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies depend on the airline and fare class; flexible and premium tickets often allow same‑day changes or standby, while restrictive economy fares generally do not."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Lima to Baltimore?",
        "answer": "The cheapest day to fly from Lima to Baltimore is Wednesday, with an average fare of $978, while Sunday is the most expensive at $1,130. The cheapest time of day to depart is Late Night, with fares starting at $502.",
        "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 Lima to Baltimore?",
        "answer": "A good fare for a flight from Lima to Baltimore is anything under $668, which counts as a great deal. Typical prices on this route center around $1,009, with most fares falling between $600 and $1,200.",
        "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"
        ]
      }
    }
  }
}