{
  "response": {
    "Key": "CMH-LAX",
    "orig": {
      "code": "CMH",
      "type": "airport",
      "city": "Columbus",
      "fullCity": "Columbus, Ohio",
      "airport": "John Glenn Intl Airport"
    },
    "dest": {
      "code": "LAX",
      "type": "airport",
      "city": "Los Angeles",
      "fullCity": "Los Angeles, California",
      "airport": "Los Angeles Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Columbus to Los Angeles?",
        "answer": "The nonstop flight from Columbus to Los Angeles is about 1,990 miles and typically takes 4 hours 56 minutes. The return leg is shorter at 4 hours 33 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 Columbus to Los Angeles?",
        "answer": "American Airlines flies non‑stop from Columbus (CMH) to Los Angeles (LAX) with about 37 weekly flights, operating daily. Departures are clustered in the late afternoon and early evening, typically between 5:20 PM and 6:03 PM, and the flight takes roughly 4 hours 56 minutes.",
        "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 Los Angeles?",
        "answer": "Los Angeles International Airport (LAX) offers a range of ground transportation, with ride-hailing apps, taxis, and rental cars being the most-used options for flexibility and direct access to the city. The FlyAway bus provides a dedicated nonstop connection to Union Station and Van Nuys for $12.75 one-way, while public transit via the LAX/Metro Transit Center links to Metro Rail and buses, though it involves a shuttle transfer and longer travel times. Ride-hailing services are typically the fastest door-to-door choice, while rental cars and taxis are also widely available. Hotel shuttles and scheduled buses add further options, but ride-sharing and rental cars dominate due to the sprawling layout of Los Angeles.",
        "toolsUsed": [
          "article_lookup"
        ],
        "references": [
          {
            "url": "https://en.wikipedia.org/wiki/Transportation_in_Los_Angeles",
            "title": "Transportation in Los Angeles",
            "time_published": "2026-04-19T06:12:49Z"
          },
          {
            "url": "https://www.flylax.com/en/lax-traffic-and-ground-transportation",
            "title": "Getting To, From, and Around LAX | LAX",
            "time_published": "2025-02-09T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Transportation%20in%20Greater%20Los%20Angeles",
            "title": "Transportation in Greater Los Angeles",
            "time_published": "2026-04-28T21:35:36Z"
          },
          {
            "url": "https://www.flylax.com/lax-traffic-and-ground-transportation",
            "title": "Getting To, From, and Around LAX | LAX",
            "favicon": "https://www.flylax.com/themes/custom/lawa/images/lax-favicon.png"
          },
          {
            "url": "https://www.lawa.org/lawa-environment/environmental-programs/lawa-rideshare/additional-info/rideshare-related-links",
            "title": "Rideshare Related Links | Los Angeles World Airports",
            "time_published": "2025-05-07T00:00:00Z"
          }
        ]
      },
      "q4": {
        "question": "When is the cheapest time to fly from Columbus to Los Angeles?",
        "answer": "The cheapest months to fly from Columbus to Los Angeles are November, December, and January, with average fares around $312–$336, while June, February, and March are the most expensive, averaging $400–$409.",
        "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 Columbus to Los Angeles?",
        "answer": "For flights from Columbus to Los Angeles, the best fares are typically found when booking 4 to 6 weeks ahead, with an average around $201. The absolute lowest price in the data appears around 30 days out at $189, while booking much earlier (e.g., 5 months ahead) can push prices above $300.",
        "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 Columbus to Los Angeles?",
        "answer": "No nonstop red-eye flights operate from Columbus to Los Angeles. Connecting itineraries whose long leg is a red-eye are available, with Southwest routing through St. Louis (departing STL at 21:00 and arriving LAX at 22:55 the same night) or through Nashville (departing BNA at 21:15 and arriving LAX at 23:35 the same night).",
        "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 Columbus to Los Angeles?",
        "answer": "American Airlines is the only airline with nonstop service from Columbus to Los Angeles, operating 37 weekly flights with daily departures in the late afternoon and early evening. Specific aircraft types for this route aren't publicly listed, though the flights are operated by mainline American. No median fare data is available, so I can't provide typical per-carrier pricing.",
        "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 Columbus and Los Angeles?",
        "answer": "Common layover cities include Denver, Dallas, Chicago and Phoenix, which keep total travel time competitive. Denver and Chicago offer broad connections on United and American, while Dallas and Phoenix are major hubs for American and Southwest with efficient transfers."
      },
      "q9": {
        "question": "How reliable are on‑time arrivals on this route from Columbus to Los Angeles?",
        "answer": "On the Columbus to Los Angeles route, American Airlines flights arrive on time 73.6% of the time, with a cancellation rate of 0.5%.",
        "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"
        ]
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Los Angeles?",
        "answer": "March to May and September to November offer pleasant temperatures and fewer tourists."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Columbus to Los Angeles?",
        "answer": "For this domestic flight, bring a REAL ID-compliant driver’s license or passport. No visa or travel authorization is needed. Have a payment method for bags and check if any vaccination proof is required by the airline."
      },
      "q12": {
        "question": "Which airport should I use in Los Angeles?",
        "answer": "Los Angeles International is the primary airport for international and domestic flights and is closest to the westside and beaches. Hollywood Burbank, in the San Fernando Valley, is convenient for northern LA and offers a smaller, easier experience. Long Beach serves some low‑cost carriers. Ontario is farthest east and useful for the Inland Empire."
      },
      "q13": {
        "question": "How do I get to John Glenn Intl Airport from the city center?",
        "answer": "From downtown Columbus, the most popular and cheapest way to reach John Glenn International Airport is the COTA AirConnect bus, which departs every 30 minutes from the Convention Center and takes about 25 minutes. Ride-share services like Uber and Lyft pick up on the ground transportation level and offer a faster, more direct ride, while taxis are available 24/7 and cost around $25. Driving and parking is also an option, with the airport accessible via I-670 and I-270 and various parking lots on-site.",
        "toolsUsed": [
          "article_lookup"
        ],
        "references": [
          {
            "url": "https://www.airportsdata.net/airport-CMH/",
            "title": "Columbus airport (CMH)",
            "time_published": "2025-11-14T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/John_Glenn_Columbus_International_Airport?oldid=751470363",
            "title": "John Glenn Columbus International Airport - Wikipedia",
            "time_published": "2016-11-25T22:19:25Z"
          },
          {
            "url": "https://www.airportsdata.net/airport-CMH-transportation/",
            "title": "Transfer to/from - Columbus airport (CMH)",
            "time_published": "2020-03-26T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/CMH",
            "title": "CMH",
            "time_published": "2025-02-22T13:51:45Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Columbus_Airport",
            "title": "Columbus Airport",
            "time_published": "2024-10-23T19:10:27Z"
          }
        ]
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Los Angeles airport?",
        "answer": "Los Angeles International Airport (LAX) does not have on-site hotels, capsule hotels, or sleeping pods inside the terminals—travelers report that there is nowhere to sleep within the airport itself. Several nearby hotels are connected by free shuttle, including The Westin Los Angeles Airport and Aloft El Segundo, which offer day rooms and overnight stays just minutes away from the terminals.",
        "toolsUsed": [
          "article_lookup"
        ],
        "references": [
          {
            "url": "https://www.sleepinginairports.net/guides/los-angeles-airport-guide.htm",
            "title": "Los Angeles Airport Guide (LAX) - 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": "2018-08-06T07:07:07Z"
          },
          {
            "url": "https://www.sleepinginairports.net/sleep-guide/sleeping-in-los-angeles-airport.htm",
            "title": "Sleeping in Los Angeles Airport",
            "time_published": "2024-09-12T00:00:00Z"
          },
          {
            "url": "http://activities.marriott.com/north-america/usa/california/los-angeles/activities/private_transfer_los_angeles_airport_lax_from_to_la-X3IH4E?property=LAXCI",
            "title": "Private Transfer Los Angeles Airport LAX From To LA",
            "time_published": "2026-04-05T00:00:00Z"
          },
          {
            "url": "https://www.marriott.com/en-us/hotels/laxwi-the-westin-los-angeles-airport/overview/?EM=DNM_WESTINLOSANGELESAIRPORT.COM",
            "title": "LAX Hotel with Airport Shuttle | The Westin Los Angeles Airport",
            "time_published": "2025-02-19T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Los%20Angeles%20International%20Airport",
            "title": "Los Angeles International Airport",
            "time_published": "2026-05-01T10:18:21Z"
          },
          {
            "url": "https://www.marriott.com/en-us/hotels/laxla-aloft-el-segundo-los-angeles-airport/overview/?scid=f2ae0541-1279-4f24-b197-a979c79310b0",
            "title": "Hotels near LAX with Free Shuttle | Aloft El Segundo - LAX",
            "time_published": "2025-02-19T00:00:00Z"
          }
        ]
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Los Angeles Intl Airport?",
        "answer": "Los Angeles International Airport (LAX) offers free Wi‑Fi throughout all terminals, so you can stay connected after landing. Currency exchange services are available in the Tom Bradley International Terminal (Terminal B) and in Terminals 2, 3, 4, 5, 6, and 7, with locations both before and after security. Prayer rooms and chapels are not mentioned in the current amenities information for LAX.",
        "toolsUsed": [
          "article_lookup"
        ],
        "references": [
          {
            "url": "https://en.wikipedia.org/wiki/Terminals%20of%20Los%20Angeles%20International%20Airport",
            "title": "Terminals of Los Angeles International Airport",
            "time_published": "2026-04-28T21:24:59Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Terminals_of_Los_Angeles_International_Airport",
            "title": "Terminals of Los Angeles International Airport",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2026-07-04T19:28:45Z"
          },
          {
            "url": "http://flylax.com/lax-dining-and-shopping?id=T3&tabindex=1&tsa=3",
            "title": "LAX Official Site | Dining & Shopping at Los Angeles International Airport | LAX",
            "time_published": "2016-01-01T00:00:00Z"
          },
          {
            "url": "https://flylax.com/lax-dining-and-shopping?id=T7&tabindex=1&tsa=1",
            "title": "LAX Official Site | Dining & Shopping at Los Angeles International Airport | LAX",
            "time_published": "2016-01-01T00:00:00Z"
          },
          {
            "url": "https://lawa.org/news-releases/2018/news-release-85",
            "title": "LAX Opens New Restrooms in Terminal 1, Including Adult Changing Table for Elderly and Disabled Guests | Los Angeles World Airports",
            "favicon": "https://lawa.org/themes/custom/lawa/images/lawa-favicon.png",
            "time_published": "2018-07-20T06:25:00Z"
          }
        ]
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Columbus to Los Angeles?",
        "answer": "On the nonstop flight from Columbus to Los Angeles, United operates a Boeing 737-800. Connecting itineraries commonly use Boeing 737 variants, particularly the 737 MAX 8 and 737-800, on the longer leg, with regional jets like the Embraer 175 or Bombardier CRJ-550 on the shorter segment. The exact aircraft can vary by day and airline, though Wi-Fi and seatback entertainment are widely available across these mainline types.",
        "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"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Columbus?",
        "answer": "John Glenn Columbus International Airport has one public pay-in lounge, the Escape Lounge in Concourse B, open daily from 5:00 AM to 8:00 PM. Access is available with Priority Pass, select American Express Platinum cards, or by paying a walk‑in fee. It offers a quiet space with complimentary snacks, drinks, Wi‑Fi, and comfortable seating. There are no airline‑branded lounges like a Delta Sky Club, American Admirals Club, or United Club at CMH.",
        "toolsUsed": [
          "article_lookup"
        ],
        "references": [
          {
            "url": "https://my.prioritypass.com/en-GB/lounges/united-states-of-america/john-glenn-columbus-international",
            "title": "John Glenn Columbus International Airport CMH Lounges - CMH Airport Guide and lounges. | Priority Pass",
            "time_published": "2024-11-05T00:00:00Z"
          },
          {
            "url": "https://americanexpress.com/en-us/travel/lounges/the-platinum-card/CMH",
            "title": "American Express Lounges at John Glenn Columbus International Airport | Amex US",
            "favicon": "https://www.americanexpress.com/apple-touch-icon-152x152.png"
          },
          {
            "url": "https://www.airportsdata.net/airport-CMH/",
            "title": "Columbus airport (CMH)",
            "time_published": "2025-11-14T00:00:00Z"
          },
          {
            "url": "https://americanexpress.com/en-hk/travel/lounges/the-platinum-card/CMH",
            "title": "American Express Lounges at John Glenn Columbus International Airport | Amex HK",
            "time_published": "2026-05-05T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/John%20Glenn%20Columbus%20International%20Airport",
            "title": "John Glenn Columbus International Airport",
            "time_published": "2026-05-01T08:17:28Z"
          }
        ]
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Columbus to Los Angeles?",
        "answer": "On flights from Columbus to Los Angeles, baggage rules depend on the airline and fare. Basic economy fares may exclude a checked bag, while standard economy often includes one checked bag. Carry‑on bags are generally included with most fare types."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Columbus to Los Angeles?",
        "answer": "On flights from Columbus to Los Angeles, you'll typically find Economy and First class with recliner seats, while flat-bed Business is rare; Premium Economy is not common on this domestic route."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies vary by airline and fare; flexible and higher cabins typically allow same‑day changes or standby, while Basic Economy generally does not."
      }
    }
  }
}