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Travel Aggregation

Travel Aggregation

If you’re building a flight search engine, hotel comparison site, or car rental aggregator, you need proxies that work for travel aggregation. Why? Because travel websites are some of the hardest platforms to scrape. They detect bots quickly, enforce strict geo-targeting, and constantly adjust prices in real time.

Relying only on official APIs won’t cut it:

  • APIs limit routes, hotels, or pricing data.
  • They often come with high per-request costs.
  • They don’t always show the same fares users see on the website.

👉 With proxies that work for travel aggregation, you can collect airfare, hotel, and rental data at scale . Exactly as real users experience it.

Why Travel Sites Block Scrapers

Travel websites (airlines, OTAs, hotel booking portals) are among the strictest anti-scraping environments online. Why?

  1. Flight prices change constantly and scraping strains servers.
  2. Competitors scrape each other, forcing platforms to fight back.
  3. Too many requests from the same IP = CAPTCHAs, bans, or throttling.

That’s why travel startups and OTAs use proxies to safely scale data collection.

Proxies That Work for Travel Aggregation

With the right proxies, you can:

  • Gather flight prices: monitor routes, fares, and availability across airlines.
  • Collect hotel data: track availability, seasonal rates, and competitor pricing.
  • Monitor rentals: aggregate rates from car providers worldwide.
  • Test geo-targeting: see how prices differ for users in the U.S., EU, or Asia.

Without proxies, you’ll be blocked long before you collect enough data to be useful.

Sticky vs Rotating Proxies for Travel Data

Sticky Proxies: Best for logging into travel portals or multi-step booking flows.

Rotating Proxies: Best for scraping large datasets (flights, hotels, rentals) where each request should look unique.

👉 Rule of thumb: Sessions = Sticky. Bulk scraping = Rotating.

Example: Scraping Flight Prices with Python

import requests

proxy = "http://user:pass@proxy.proxiesthatwork.com:PORT"
proxies = {"http": proxy, "https": proxy}

headers = {
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0 Safari/537.36"
}

url = "https://www.kayak.com/flights/NYC-LON/2025-10-01"  # Example route

response = requests.get(url, headers=headers, proxies=proxies, timeout=15)

print("Response code:", response.status_code)
print(response.text[:500])

✅ This fetches the same fare a real user would see in that proxy’s region.

Controversial Truth: Residential Isn’t Always Necessary

Many blogs claim you must use residential proxies for travel scraping. The truth:

Residential IPs help for ultra-local tests (neighborhood-level).

But datacenter proxies are faster, cheaper, and work for 90% of travel use cases.

Most bans come from bad scraper design, not from proxy type.

Best Practices for Travel Aggregation

Rotate headers & agents to mimic real browsers.

Spread out queries. Don’t hammer thousands at once.

Retry failed requests with exponential backoff.

Map proxies to specific regions for accurate geo-targeting.

Track error rates & replace flagged IPs.

Where to Buy Proxies That Work for Travel Aggregation

Most “travel proxies” are just repackaged datacenter IPs with a steep markup.

At ProxiesThatWork.com, you get:

✅ 150 IPv4 HTTP proxies for $3/month

✅ Tested across 1,000+ websites (including major travel sites)

✅ Instant setup via dashboard

Travel aggregation depends on fresh, accurate, user-level data. APIs won’t give you the full picture, but proxies that work for travel aggregation will.

👉 Start with 150 proxies for $3 and power your travel tools with real-world pricing data.

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Proxies That Work for Travel Aggregation | Collect Flight, Hotel & Rental Data