{
  "response": {
    "Key": "IAH-GUA",
    "orig": {
      "code": "IAH",
      "type": "airport",
      "city": "Houston",
      "fullCity": "Houston, Texas",
      "airport": "George Bush Intercontinental Airport"
    },
    "dest": {
      "code": "GUA",
      "type": "airport",
      "city": "Guatemala City",
      "fullCity": "Guatemala City, Guatemala",
      "airport": "La Aurora Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Houston to Guatemala City?",
        "answer": "A nonstop flight from Houston (IAH) to Guatemala City (GUA) typically takes about 2 hours 50 minutes to 3 hours. With one stop, common layovers include Mexico City or San Salvador, bringing total travel time to roughly 5 to 7 hours. Return flights are similar in duration. United Airlines often offers the fastest nonstop service."
      },
      "q1": {
        "question": "Are there any direct flights from Houston to Guatemala City?",
        "answer": "Yes, United Airlines and Frontier both fly non-stop from Houston (IAH) to Guatemala City (GUA). United operates up to 12 daily flights, while Frontier runs three per week on Tuesdays, Thursdays, and Sundays.",
        "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 Houston to Guatemala City?",
        "answer": "Visa requirements depend on your nationality. U.S. citizens do not need a visa for tourist or business visits up to 90 days; a valid passport is sufficient. Guatemalan citizens need a valid Guatemalan passport to return but may require a U.S. visa or ESTA to transit or enter the U.S. Other nationalities should check Guatemala's entry requirements, as many can enter visa-free while some need a visa in advance."
      },
      "q3": {
        "question": "What are the ground transportation options in Guatemala City?",
        "answer": "Guatemala City’s La Aurora International Airport (GUA) is located within the city, about a ten-minute drive from Zona 10, a main business and hotel district. Taxis are the most common and convenient option, with fixed-rate booths inside the terminal ensuring safety and predictable fares. Ride-share services like Uber operate but face legal restrictions, so pickups may be discreet. There is no direct mass transit from the airport; the Transmetro bus rapid transit system has a nearby station but is not recommended for visitors with luggage due to crowding and safety concerns. Car rentals are available but driving in Guatemala City is challenging due to heavy traffic and aggressive driving. Most travelers use authorized taxis for their reliability and ease."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Houston to Guatemala City?",
        "answer": "Based on seasonal price data, the cheapest months to fly from Houston (IAH) to Guatemala City (GUA) are March (avg $534), April (avg $557), and August (avg $579), while the most expensive are December (avg $947), January (avg $811), and February (avg $773).",
        "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 Houston to Guatemala City?",
        "answer": "For the best fares from Houston (IAH) to Guatemala City (GUA), aim to book 14 to 17 weeks before departure, when average prices are around $681. The absolute cheapest fares appear about 105 days out at $673, while last-minute bookings can cost over $1,000. During peak summer or holiday periods, it's wise to add a few more weeks to this window, as prices tend to rise earlier.",
        "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 Houston to Guatemala City?",
        "answer": "There are no red-eye flights available from Houston (IAH) to Guatemala City (GUA). Neither nonstop overnight flights nor connecting itineraries with a red-eye long leg were found in the schedule data.",
        "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 Houston to Guatemala City?",
        "answer": "Non‑stop flights from Houston (IAH) to Guatemala City (GUA) are operated by United Airlines and Frontier. United offers multiple daily departures with a typical median fare around $1,062, while Frontier flies three times a week (Tuesday, Thursday, Sunday) with a median fare near $476.",
        "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.",
        "relevant": true,
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q8": {
        "question": "If I need a connection, what are common layover cities between Houston and Guatemala City?",
        "answer": "Common layovers include Miami, Mexico City, Panama City, and San Salvador. Miami offers abundant onward flights and efficient connections. Mexico City and Panama City provide broad Central American networks and streamlined transfers. San Salvador is a compact hub with quick connections and visa‑free transit for many nationalities."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Houston to Guatemala City?",
        "answer": "On‑time performance is generally dependable, but afternoon thunderstorms in Houston can cause delays. Early morning flights on United Airlines tend to depart more punctually."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Guatemala City?",
        "answer": "November to April is the dry season with sunny days and comfortable temperatures, plus fewer tourists outside December holidays."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Houston to Guatemala City?",
        "answer": "Bring a passport valid for at least six months, proof of onward or return travel, a payment method for baggage, and check if you need a visa or vaccination certificate for Guatemala."
      },
      "q12": {
        "question": "Which airport should I use in Guatemala City?",
        "answer": "Guatemala City has one main commercial airport, La Aurora International Airport, which serves all flights to the city. It is located about 6 km south of the city center, close to major attractions. The airport handles all airlines and alliances, including Avianca, Copa, American, United, and low-cost carriers like Volaris. It is used for both business and leisure travel, with regional connections across Central America."
      },
      "q13": {
        "question": "How do I get to George Bush Intercontinental Airport from the city center?",
        "answer": "From downtown Houston to Bush Intercontinental, METRO bus 102 takes about 50–70 minutes and is the cheapest option. Rideshares and taxis are faster at around 25–35 minutes but cost more. Shared shuttles and parking are also available."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Guatemala City airport?",
        "answer": "No on-site hotels or sleeping pods exist at La Aurora International Airport. The closest hotels, such as the Hilton Garden Inn and Barceló Guatemala City, are a short drive away and offer shuttle service. Confirm with the hotel for pickup arrangements."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at La Aurora Airport?",
        "answer": "La Aurora International Airport offers currency exchange services through a bank branch and ATMs in the main terminal. A small chapel is available near the international departures area. Free Wi‑Fi is provided throughout the terminal."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Houston and Guatemala City airports?",
        "answer": "Houston Bush Intercontinental offers wheelchair assistance and accessible restrooms; request through your airline 48 hours before travel. Children's play areas are in Terminals A and D. Guatemala City La Aurora provides wheelchair services and accessible facilities, but no dedicated children's play areas. Request assistance at least 48 hours in advance."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Houston to Guatemala City?",
        "answer": "On nonstop flights from Houston (IAH) to Guatemala City (GUA), United Airlines typically operates Boeing 737 MAX 8 and Boeing 737-800 aircraft. Common connecting itineraries also use Boeing 737 MAX 9, Boeing 737-800, and Airbus A320-family aircraft via hubs like SAL, DFW, or MIA on carriers such as United, American, and Avianca; the exact aircraft can vary by day and airline.",
        "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 Houston to Guatemala City?",
        "answer": "United Airlines (Star Alliance) and Frontier (no alliance) are the carriers shown in the schedule data with nonstop service between Houston (IAH) and Guatemala City (GUA). Frontier is an unaligned carrier, so only Star Alliance is represented among the nonstop operators; other alliances may serve this route 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.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Houston?",
        "answer": "At Houston Bush Intercontinental, United operates two United Clubs in Terminal C (near C-33) and Terminal E (near E-12), plus a United Polaris Lounge in Terminal E for international business- and first-class passengers. The Terminal E United Club is accessible with a day pass, United Club membership, or premium-cabin boarding passes. American Airlines has an Admirals Club in Terminal A. Priority Pass members can use the KLM Crown Lounge in Terminal D, which also admits business-class travelers on KLM and partner airlines. All lounges offer complimentary snacks, drinks, and Wi-Fi."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Houston to Guatemala City?",
        "answer": "Baggage allowance on flights from Houston to Guatemala City depends on the airline and fare class. Basic economy tickets are often restrictive and may not include a checked bag. Standard international economy fares typically include one checked bag and a carry-on. Premium cabins offer more generous allowances."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Houston to Guatemala City?",
        "answer": "Flights from Houston to Guatemala City typically offer Economy class; premium economy is uncommon, and flat-bed business class is available on select flights."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Same-day changes and standby depend on the airline and fare class, with flexible and premium tickets offering the best chances, while basic economy typically does not allow them."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Houston to Guatemala City?",
        "answer": "The cheapest day to fly from Houston to Guatemala City is Wednesday, with an average fare of $1,248 and a minimum of $314, while Sunday is the most expensive day at $1,418 average. The best time of day to depart is early morning, where fares can drop as low as $314, contrasting with late night departures that start at $782.",
        "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 Houston to Guatemala City?",
        "answer": "A good price for a flight from Houston to Guatemala City is anything under $791, which counts as a great deal; the typical fare on this route is around $1,012.",
        "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"
        ]
      }
    }
  }
}