The price of data: Factors influencing web data harvesting costs
Contents of article:
Web data harvesting is a demanded business procedure. The market for scraping software is estimated at $800 million, and keeps on rising. The increasing demand for actual, reliable information is not the only reason for such a growth. While geo targeted proxies and AI-enhanced tools assist with accessing and obtaining publicly available online information, sites are enhancing protection from automated requests. This leads to the escalating complexity of scraping pipelines and the increased price for gaining every megabyte of data.
Advanced CAPTCHA-solving services, load balancers, the necessity for buying proxies for data scraping from ethical ecosystems, such as Dexodata, implementing NLP models for analysis, and hiring skilled developers for creating more sophisticated scripts are key internet info extraction trends. These factors are among others, contributing to higher operational costs of finding and collecting open data on the internet.
Full guide on web scraping costs: risks and solutions
Online information acquisition has evolved from automated crawling over dozens of internet pages to complex tasks of bypassing cloaking and anti-robots techniques implemented by target platforms. The same applies to the history of proxies for data scraping. These addresses have turned from IPs for spreading the load on sites to full-fledged assistants for creating consistent digital fingerprints, accessing location-determined content, and dodging defensive sites’ algorithms.
The main idea before and during online insights’ retrieval is to keep a balance between innovation and cost management. Where to buy residential and mobile proxies, to develop a custom tool or get ready-to-go software for particular web pages, and so on are among factors to consider. Each step to minimizing expenses leads to associated issues, as the table below shows:
| Factor | Cost-lowering advice | Potential issues |
| Target site’s complexity |
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| Information volume |
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Operating incomplete internet insights leads to poor decision-making. |
| Proxy costs |
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| Scraping frequency |
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Lowered frequency may result in stale or outdated web insights, especially for marketplaces or media platforms. |
| Legal and compliance |
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Missteps in compliance provoke legal action and compromises IPs. |
| Handling errors |
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| Tools and infrastructure to maintain |
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Reducing the price of final data requires establishing a middle ground between hiring qualified engineers and selecting tools for handling sites’ defenses from automated activity. By choosing geo targeted proxies from Dexodata, an ecosystem with ethically sourced IPs for large-scale tasks, our partners get a scalable infrastructure of intermediate IPs with detailed statistics, 99.9% uptime, and HTTP(S)/SOCKS5 compatibility.
Contact client support to get a free proxy trial and advice on what data scraping proxies are the best for business purposes of yours.
