{
  "response": {
    "Key": "HOU-PVR",
    "orig": {
      "code": "HOU",
      "type": "airport",
      "city": "Houston",
      "fullCity": "Houston, Texas",
      "airport": "William P Hobby 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 Houston to Puerto Vallarta?",
        "answer": "A nonstop flight from Houston (IAH or HOU) to Puerto Vallarta (PVR) typically takes about 2 hours 30 minutes. Flights with one stop, most commonly via Mexico City or Dallas, usually range from 5 to 7 hours total travel time. The return flight is similar in duration, though westbound flights can be slightly shorter due to prevailing winds."
      },
      "q1": {
        "question": "Are there any direct flights from Houston to Puerto Vallarta?",
        "answer": "Yes, Southwest Airlines (WN) flies non‑stop from Houston Hobby (HOU) to Puerto Vallarta (PVR) daily, with about 4 departures per day on average (28 weekly flights) spread across morning and early afternoon. It is the only carrier offering non‑stop service on 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. Carrier service and weekly frequencies are summarized 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). Where available, on-time and cancellation rates come from the U.S. Bureau of Transportation Statistics (BTS) Airline On-Time Performance dataset, and typical fares from the U.S. DOT Airline Origin and Destination Survey (DB1B), a quarterly 10% sample of tickets sold.",
        "toolsUsed": [
          "route_airlines",
          "flight_schedule"
        ]
      },
      "q2": {
        "question": "Are there visa requirements to travel from Houston to Puerto Vallarta?",
        "answer": "Yes, visa requirements depend on your nationality. U.S. citizens do not need a visa for tourist or business stays under 180 days in Mexico, but must hold a valid U.S. passport. Travelers of other nationalities should verify if they require a Mexican visa based on their citizenship. Additionally, all travelers entering Mexico by air must complete a Forma Migratoria Múltiple (FMM), typically provided during the flight or at the airport. Return travel to Houston requires U.S. entry documents: U.S. citizens can re-enter with a valid passport, while foreign nationals must meet U.S. visa or ESTA requirements."
      },
      "q3": {
        "question": "What are the ground transportation options in Puerto Vallarta?",
        "answer": "Puerto Vallarta International Airport (PVR) is located just a few miles north of the city center and offers several ground transportation options. Official airport taxis are the most reliable and commonly used, with fixed fares that can be pre-paid at booths inside the terminal. Ride-share services like Uber are available but cannot pick up directly at the airport exit; you may need to walk a short distance to the main road. Local buses run along the highway outside the airport and are very cheap, but they can be crowded and less comfortable with luggage. Car rentals are available from major agencies, though driving in town can be challenging due to traffic and parking. Shared shuttle vans and private transfers booked in advance are also popular for convenience. The most used option is the authorized taxi service, valued for its safety and direct access to your accommodation."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Houston to Puerto Vallarta?",
        "answer": "Based on seasonal price data, the cheapest months to fly from Houston to Puerto Vallarta are September (average $626), August ($640), and October ($643), while the most expensive are March (average $798), May ($793), and December ($788). The low season runs from July through October, with the high season in March, May, June, and December.",
        "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 Puerto Vallarta?",
        "answer": "For the Houston (HOU) to Puerto Vallarta (PVR) route, the optimal booking window is about 21 to 24 weeks before departure, with an average fare of $663 during that period. The best single price observed was $653 around 160 days out, while last-minute bookings (0–5 days ahead) can cost $926 to $989. Summer and holiday travel periods typically push fares higher, so booking even earlier—around 6 months in advance—is advisable for those peak times.",
        "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 Puerto Vallarta?",
        "answer": "There are no nonstop red-eye flights from Houston (HOU) to Puerto Vallarta (PVR). Connecting itineraries exist where the overnight leg is a late-evening Southwest flight from HOU to Phoenix (PHX) departing around 9:40 PM and arriving at 10:25 PM, followed by a long layover and a next-day connection to PVR, but no true through red-eye service is available 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 Houston to Puerto Vallarta?",
        "answer": "Southwest Airlines operates non‑stop service from Houston Hobby (HOU) to Puerto Vallarta (PVR) with about 4 flights a day, and the typical fare on this non‑stop route is approximately $678.",
        "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 Puerto Vallarta?",
        "answer": "Common layover cities include Mexico City, Dallas, and Phoenix. Mexico City offers abundant onward connections and a single-country transit for US citizens. Dallas and Phoenix provide efficient US-hub transfers with high frequencies, keeping total travel time competitive."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Houston to Puerto Vallarta?",
        "answer": "On-time performance is generally good, with occasional afternoon delays due to weather or air traffic. Morning departures on United and Southwest are typically more punctual."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Puerto Vallarta?",
        "answer": "November to April offers dry, sunny days with comfortable humidity and fewer tourists outside the Christmas and spring break peaks."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Houston to Puerto Vallarta?",
        "answer": "Bring a passport valid for the duration of your stay, a completed FMM form, proof of onward or return travel, payment for baggage and any required health documents."
      },
      "q12": {
        "question": "Which airport should I use in Puerto Vallarta?",
        "answer": "Licenciado Gustavo Díaz Ordaz International Airport is the only commercial airport serving Puerto Vallarta. It is located just north of the city, about 15–20 minutes from downtown and the main hotel zone, so there is no alternative to consider."
      },
      "q13": {
        "question": "How do I get to William P Hobby Airport from the city center?",
        "answer": "From downtown Houston to Hobby Airport, METRO bus route 40 takes about 50–60 min and is the cheapest option. Rideshares and taxis take around 20–30 min and are the most popular for convenience, though they cost more. Shuttle services are available, and driving with parking is an option."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Puerto Vallarta airport?",
        "answer": "Puerto Vallarta Airport does not have on-site hotels or sleeping pods. Several nearby hotels offer shuttle service, including the Hilton Puerto Vallarta Resort, Marriott Puerto Vallarta Resort & Spa, and One Puerto Vallarta Aeropuerto, all within a short drive."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Gustavo Díaz Ordaz Intl Airport?",
        "answer": "Gustavo Díaz Ordaz International Airport has currency exchange offices in both terminals and free Wi‑Fi throughout. There is no dedicated prayer room or chapel."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Houston and Puerto Vallarta airports?",
        "answer": "Houston Bush Intercontinental offers wheelchair assistance, accessible restrooms, and a children's play area in Terminal A; request help 48 hours ahead. Puerto Vallarta Airport provides wheelchair services and accessible facilities, with assistance arranged via your airline. Dedicated children's play areas are limited, so plan accordingly."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Houston to Puerto Vallarta?",
        "answer": "The nonstop service from Houston (HOU) to Puerto Vallarta (PVR) typically uses Boeing 737-800s on United and an unspecified type on Southwest, while connecting itineraries most often feature Boeing 737-800s, 737 MAX 8s, or Airbus A321s on the longer leg via hubs like Denver, Dallas/Fort Worth, or Phoenix. The exact aircraft can vary by day and airline, but narrow-body Boeing and Airbus jets dominate the route, and Wi‑Fi and seatback entertainment are widely available on these flights.",
        "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 Puerto Vallarta?",
        "answer": "From Houston's two main airports, nonstop service to Puerto Vallarta is operated by Southwest Airlines (from HOU) and United Airlines (from IAH). United is a Star Alliance member, while Southwest does not belong to any global alliance. Other alliances may offer connecting itineraries on this route, but the nonstop carriers shown in the schedule data are limited to these two.",
        "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 Hobby, the only lounge is the USO Lounge for military personnel and their families. There are no airline-branded lounges, Priority Pass, or Plaza Premium facilities. If you need lounge access before this flight, consider arriving early and using a lounge at Houston Intercontinental, then transfer to Hobby, but this is impractical. For this departure airport, no public lounge options exist."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Houston to Puerto Vallarta?",
        "answer": "Baggage allowance on Houston–Puerto Vallarta flights depends on the airline and fare. Basic economy is restrictive, often excluding a checked bag. Standard international economy typically includes one checked bag and a carry‑on. Premium cabins allow more."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Houston to Puerto Vallarta?",
        "answer": "Flights from Houston to Puerto Vallarta typically feature Economy and standard recliner Business class, with flat‑bed Business rare on this short‑haul route and Premium Economy generally unavailable."
      },
      "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 or premium tickets typically offering more options than basic economy."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Houston to Puerto Vallarta?",
        "answer": "The cheapest day to fly from Houston to Puerto Vallarta is Monday, with an average fare of $957, while Saturday is the most expensive at $1,159. The cheapest time of day to depart is midday, with fares starting at $498, and late night is the priciest, with a minimum of $2,227.",
        "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 Puerto Vallarta?",
        "answer": "A good price for a flight from Houston to Puerto Vallarta is anything under $600, which counts as a great deal, while typical fares on this route run around $801.",
        "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"
        ]
      }
    }
  }
}