Travel Price Monitoring Agent: Airline & Hotel Dynamic Pricing Collection

Why do travel platform prices always change?

When you open a booking site, the same hotel may show $500 in the morning and become $620 in the afternoon. Airlines will dynamically adjust the price of airfare according to the user's location and search frequency. This real-time change in the pricing mechanism makes it difficult for ordinary users to seize the opportunity for discounts, but also makes it difficult for travel practitioners to grasp the market situation.

How Proxy IPs Cracked the Dynamic Pricing Predicament

Travel platforms identify visitors through a variety of means:

Use the ipipgo suppliedReal Residential IP Address PoolIt can effectively circumvent the anti-climbing mechanism of the platform. Its coverage of 90 million+ home IP resources in more than 240 countries and regions around the world supports on-demand switching of different city nodes, and the price data collected is closer to the results seen by real users.

Build an automated monitoring system in three steps

1. IP resource deploymentObtain dynamic residential IP through ipipgo's API interface and automatically change the IP address for each request to avoid limiting high-frequency access to a single IP.

2. Request Policy OptimizationIt is recommended to set 3-8 seconds random interval, with User-Agent rotation, to simulate the natural browsing behavior. ipipgo supports HTTP/HTTPS/Socks5 full protocol access, adapted to all kinds of collection tools.

3. Data cleansing storage: Filtering false prices returned by platform backcrawl and modeling regional price fluctuations using IP address geolocation information

Frequently Asked Questions

Q: How many IPs do I need to use at the same time?
A: It is recommended to configure according to the number of monitoring targets. 10-20 IPs can be used to rotate the hotel monitoring of a single route, and multinational IP pools are recommended for cross-country comparison.

Q: Does the captured price not match the actual booking price?
A: Make sure to use ipipgo'sResidential Proxy IPInstead of data center IPs, some platforms return biased prices for server room IPs

Q: What should I do if I encounter CAPTCHA blocking?
A: provided by ipipgoHigh Stash IP ServiceThe CAPTCHA triggering probability can be significantly reduced with reasonable access interval settings (>5 seconds is recommended).

Why do you recommend ipipgo?

In a real-world comparison, the success rate of acquisition using a regular proxy IP is only 321 TP3T, while the success rate of ipipgo residential IP is up to 891 TP3T. itsDynamic IP library automatically updated every 15 minutesThe features are especially suitable for scenarios that require long-term monitoring. The platform's exclusive IP purity detection function can automatically filter blacklisted IPs flagged by travel websites.

After a travel agency accessed ipipgo, it successfully reduced its hotel procurement costs by 17% through a real-time price comparison system, and the response speed of dynamic pricing monitoring was increased from hourly to minute level. This technological advantage is the core competitiveness of the travel industry to cope with price fluctuations.