American Airlines Scraper

Extract flight schedules, AAdvantage award pricing, cabin class options, and route details from American Airlines booking. Built on spider-browser .

Get started Docs

target
aa.com: success rate
99.9%: latency
~4ms

Quick start

Extract data in minutes.

american-airlines-scraper.ts

import { SpiderBrowser } from "spider-browser";

const spider = new SpiderBrowser({
  apiKey: process.env.SPIDER_API_KEY!,
  stealth: 2,
});

await spider.connect();
const page = spider.page!;
await page.goto("https://www.aa.com/booking/search?locale=en_US&pax=1&type=OneWay&searchType=Revenue&cabin=&carriers=ALL&slices=%5B%7B%22orig%22:%22DFW%22,%22dest%22:%22MIA%22,%22origNearby%22:false,%22destNearby%22:false,%22date%22:%222026-07-10%22%7D%5D");
await page.content(15000);

const data = await page.extractFields({
  flightNumber: "[class*='flight-number'], .flt-number",
  departure: "[class*='departure-time'], .depart-time",
  arrival: "[class*='arrival-time'], .arrive-time",
  duration: "[class*='flight-duration'], .duration",
  price: "[class*='fare-total'], .price-point",
  cabin: "[class*='cabin-class'], .cabin-type",
});

console.log(data);
await spider.close();

ready to run · spider-browser · TypeScript

Fetch API

One endpoint for aa.com.

Structured JSON from aa.com with a single POST. AI-resolved selectors, cached on the first call.

POST /fetch/aa.com/

Flight numberDeparture timeArrival timeDurationFare classPrice

Try it Fetch docs

cURL

curl -X POST https://api.spider.cloud/fetch/aa.com/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'

Python

import requests

resp = requests.post(
    "https://api.spider.cloud/fetch/aa.com/",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json",
    },
    json={"return_format": "json"},
)
print(resp.json())

Node.js

const resp = await fetch("https://api.spider.cloud/fetch/aa.com/", {
  method: "POST",
  headers: {
    "Authorization": "Bearer YOUR_API_KEY",
    "Content-Type": "application/json",
  },
  body: JSON.stringify({ return_format: "json" }),
});
const data = await resp.json();
console.log(data);

Extraction

Fields you can pull.

Flight numberDeparture timeArrival timeDurationFare classPriceAAdvantage milesAircraft

Pricing

Dynamic rate capture

Session-aware scraping captures pricing on aa.com that changes per visitor.

Rendering

Complex SPA handling

Full browser rendering for React/Next.js booking interfaces and search results.

Scale

Destination coverage

Scrape listings across thousands of destinations and date ranges concurrently.

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Start

Start scraping aa.com.

Grab an API key and call the endpoint above. The first request resolves the config; every request after hits cache.

Get started free All scrapers