
Three Core Challenges for Proxy IP in Autonomous Driving Data Collection
During the R&D process of autonomous driving, data collection needs to cover multiple scenarios such as urban roads, rural roads, extreme weather, etc., and traditional fixed IP solutions often face the following problems: 1...

AI large model training data acquisition proxy IP program|Comprehensive guide to avoiding pitfalls
The Invisible Landmine of Data Collection: the HTTP Protocol Compliance Boundary According to the latest Court of Justice of the European Union (CJEU) 2023 jurisprudence, the use of a protocol containing the X-Requested-Wi...

Anti-Banning Guide for Crawler Proxy IP|Automatic Rotation + Verification Mechanism
I. The Core Challenges of Proxy IP Anti-Blocking In crawler scenarios, the three main culprits of proxy IP blocking can be attributed to: high-frequency access characteristics, IP quality defects, and behavioral...

How Proxy IP Optimizes Questionnaire Systems? 5 Efficient Fraud Prevention Data Collection Solutions | 2025 Guide
The Data Credibility Crisis of Questionnaire Survey Systems A market research organization found that the fraudulent submission rate of its online questionnaires was as high as 39%, and the anomalous data showed three main characteristics: ph...

Proxy IP in APP data crawling practice
When the TikTok Crawler Meets the Device Fingerprinting Siege Data engineers at an MCN agency in Guangzhou discovered that their carefully written crawler program was 2023 after May...

Multi-threaded crawler proxy IP concurrency control strategy
Core Value of Proxy IP in Multi-threaded Crawling In data collection scenarios, the quality of proxy IP directly affects the survival rate of the crawler system. When single-threaded crawling encounters anti-crawling...

Live Streaming Bandwagon Competitor Monitoring: Proxy IP Real-Time Capture of Online Headcount and GMV Data
First, the triple technical barriers to live data crawling After the upgrade of the Shake Live wind control in 2024, the interception rate of regular crawler requests reached 92%.After reverse engineering analysis, it was found that the...

Southeast Asia COD e-commerce: proxy IP crawler solution to capture local cash on delivery signing rate
I. Special Needs for Dynamic Data Monitoring of COD Market in Southeast Asia Manila, Philippines 2024 data shows that COD (Cash on Delivery) signing rate fluctuates in the area of...

Shein-style pop-up selection: a crawler architecture for proxy IP crawling of global social media buzzword data
The global fashion data scramble: the underlying data logic of Shein-style selection 2024 Shein searches for the butterfly element via TikTok crawls are surging...

Real Estate Valuation Data Aggregation: a Machine Learning Countermeasure for Agent IP to Bypass Zillow Backcrawl
Zillow's Machine Learning Anti-Crawl Model Demystified 2025 Zillow's updated anti-crawl system uses a three-tiered detection mechanism: front-end behavioral fingerprinting (monitoring...