Airline alliance membership (Star Alliance, oneworld, SkyTeam) and cross-alliance booking relationships. Maps which loyalty programs book which airlines, including bilateral partnerships outside alliances.
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Google Flights cash prices, Google Hotels, and Google Travel Explore via SerpAPI. Use for award-vs-cash comparison, hotel search, and destination discovery.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Scrape Google Flights, Google Hotels, and Google Travel Explore via SerpAPI. Provides cash flight prices (for Chase/Amex portal comparison), hotel pricing, and destination discovery.
Source: serpapi.com — Free tier available, paid plans for higher volume.
SERPAPI_API_KEY is set in .env. All requests use api_key query parameter.
https://serpapi.com/search
Search for flight prices and schedules. Essential for comparing: "Is 88,000 United miles better than paying $900 cash through the Chase portal?" (Chase portal pricing is now dynamic via Points Boost, ~1.5-2.0 cpp on select bookings; verify the actual quote.)
curl -s "https://serpapi.com/search?engine=google_flights&departure_id=SFO&arrival_id=NRT&outbound_date=2026-08-10&type=2&adults=2&travel_class=1¤cy=USD&stops=2&sort_by=2&api_key=$SERPAPI_API_KEY" | jq '{best: [.best_flights[]? | {price: .price, duration: .total_duration, stops: (.layovers | length), flights: [.flights[] | {from: .departure_airport.id, to: .arrival_airport.id, airline: .airline, flight: .flight_number, depart: .departure_airport.time, arrive: .arrival_airport.time}]}], price_insights: .price_insights}'
| Param | Required | Description |
|---|---|---|
engine | Yes | google_flights |
departure_id | Yes | Airport code(s), comma-separated: SFO,PDX |
arrival_id | Yes | Airport code(s), comma-separated: NRT,HND |
outbound_date | Yes | YYYY-MM-DD |
return_date | Round trip | YYYY-MM-DD (required if type=1) |
type | No | 1 = round trip (default), 2 = one way, 3 = multi-city |
adults | No | Default 1 |
children | No | Default 0 |
travel_class | No | 1 = economy, 2 = premium economy, 3 = business, 4 = first |
stops | No | 0 = any, 1 = nonstop, 2 = 1 stop or fewer, 3 = 2 stops or fewer |
sort_by | No | 1 = top flights, 2 = price, 3 = departure, 4 = arrival, 5 = duration |
include_airlines | No | IATA codes: SK,KL,UA or alliances: STAR_ALLIANCE,SKYTEAM,ONEWORLD |
max_price | No | Maximum ticket price in USD |
max_duration | No | Maximum flight duration in minutes |
bags | No | Number of carry-on bags |
deep_search | No | true for browser-identical results (slower) |
currency | No | Default USD |
Use type=3 with multi_city_json:
curl -s "https://serpapi.com/search?engine=google_flights&type=3&multi_city_json=%5B%7B%22departure_id%22%3A%22SFO%22%2C%22arrival_id%22%3A%22NRT%22%2C%22date%22%3A%222026-08-05%22%7D%2C%7B%22departure_id%22%3A%22ICN%22%2C%22arrival_id%22%3A%22SFO%22%2C%22date%22%3A%222026-08-26%22%7D%5D&adults=2&travel_class=1¤cy=USD&api_key=$SERPAPI_API_KEY" | jq '.'
The JSON value for multi_city_json is URL-encoded. Decoded:
[{"departure_id":"SFO","arrival_id":"NRT","date":"2026-08-05"},{"departure_id":"ICN","arrival_id":"SFO","date":"2026-08-26"}]
Each flight in best_flights[] and other_flights[]:
| Field | Description |
|---|---|
price | Cash price in USD |
total_duration | Total minutes |
flights[] | Array of legs with airline, flight number, times, airplane, legroom |
layovers[] | Array with duration and airport for each connection |
departure_token | Token to get return flight options (round trip) |
booking_token | Token to get booking options |
price_insights includes lowest_price, price_level (low/typical/high), and typical_price_range.
Chase Sapphire Reserve: dynamic Points Boost pricing, typically 1.5-2.0 cpp on select bookings (not a fixed floor). Verify actual portal price for the specific booking. If cash price is $900, portal cost = 60,000 UR points. If award price is 88,000 United miles, cash via portal is better value.
Amex: typically 1 cpp via portal (worse value, use transfers instead).
Capital One Venture X: 1 cpp via portal, but transfer partners can be better.
Search hotels and vacation rentals with pricing from multiple OTAs.
curl -s "https://serpapi.com/search?engine=google_hotels&q=hotels+Tokyo+Japan&check_in_date=2026-08-10&check_out_date=2026-08-13&adults=2¤cy=USD&sort_by=3&api_key=$SERPAPI_API_KEY" | jq '[.properties[]? | {name: .name, type: .type, rating: .overall_rating, reviews: .reviews, price: .rate_per_night.extracted_lowest, class: .extracted_hotel_class, amenities: .amenities}] | .[0:10]'
| Param | Required | Description |
|---|---|---|
engine | Yes | google_hotels |
q | Yes | Search query: hotels Tokyo Japan |
check_in_date | Yes | YYYY-MM-DD |
check_out_date | Yes | YYYY-MM-DD |
adults | No | Default 2 |
children | No | Default 0 |
sort_by | No | 3 = lowest price, 8 = highest rating, 13 = most reviewed |
min_price / max_price | No | Price range filter |
hotel_class | No | 2,3,4,5 (comma-separated) |
rating | No | 7 = 3.5+, 8 = 4.0+, 9 = 4.5+ |
vacation_rentals | No | Set to true for Airbnb-style results |
property_token | No | Get details for a specific property |
Discover destinations and cheapest flights from an origin. Great for "where can I fly cheaply in August?"
curl -s "https://serpapi.com/search?engine=google_travel_explore&departure_id=SFO&outbound_date=2026-08-05&return_date=2026-08-26&adults=2&travel_class=1¤cy=USD&api_key=$SERPAPI_API_KEY" | jq '[.destinations[]? | {name: .name, country: .country, airport: .destination_airport.code, price: .flight_price, duration: .flight_duration, stops: .number_of_stops, airline: .airline}] | .[0:15]'
| Param | Required | Description |
|---|---|---|
engine | Yes | google_travel_explore |
departure_id | Yes | Airport code or kgmid |
arrival_id | No | Specific destination |
arrival_area_id | No | Region kgmid (e.g., /m/02j9z for Europe) |
outbound_date | No | YYYY-MM-DD |
return_date | No | YYYY-MM-DD |
month | No | 1-12 for flexible dates |
travel_duration | No | 1 = weekend, 2 = 1 week, 3 = 2 weeks |
interest | No | /g/11bc58l13w = Outdoors, /m/0b3yr = Beaches |
include_airlines | No | Filter by airline or alliance |
max_price | No | Maximum price |
stops | No | Same as Google Flights |
no_cache=true to force fresh.deep_search=true gives browser-identical results but is slower.price_insights with historical price data and trend.还没有评价。欢迎分享你的使用感受。
无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。
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Airline alliance membership (Star Alliance, oneworld, SkyTeam) and cross-alliance booking relationships. Maps which loyalty programs book which airlines, including bilateral partnerships outside alliances.
中文简介正在准备中。当前显示原文说明。
Check American Airlines AAdvantage balance, elite status, and loyalty points via Patchright. Handles email 2FA with 6-box code entry. Uses persistent browser profiles to skip 2FA on subsequent runs.
中文简介正在准备中。当前显示原文说明。
Search Amex travel portal for cash prices, MR points pricing, IAP discounts, and FHR/THC hotel benefits via Patchright. Use when comparing pay-with-points portal pricing to award alternatives.
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Search Atlas Obscura for weird, wonderful, and hidden gem places near any destination. Find the interesting stuff, not boring plaques. Search by coordinates, get full details with descriptions and images.
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Find the cheapest award dates for a route over a date range. Searches seats.aero across all programs, groups by date, and shows a calendar grid of the best deals. Use when dates are flexible and you want to find the sweet spot.
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Per-program rules for placing award flights on hold before transferring points. Covers programs with holds (AA, Lufthansa, Flying Blue, Cathay, Turkish, Virgin Atlantic, ANA, Emirates, EVA Air) and those without. Includes transfer-speed reference.
中文简介正在准备中。当前显示原文说明。