# Resources

# Web scraping resources for teams that depend on web data 

 PromptCloud Resources is a free library of reports, ebooks, case studies, datasets, vendor comparisons and a 500+ term glossary. Use it to decide whether to build or buy scraping infrastructure, compare providers, understand what breaks in production, and see how enterprise teams put web data to work. ## Start with your question

[What would it cost to run scrapers in-house?](https://www.promptcloud.com/web-scraping-build-vs-buy/)

 [ Calculator ](https://www.promptcloud.com/web-scraping-build-vs-buy/)[Why do our scrapers keep breaking?](https://www.promptcloud.com/why-web-scrapers-fail-in-production/)

 [ Guide ](https://www.promptcloud.com/why-web-scrapers-fail-in-production/)[How does PromptCloud compare with Bright Data or Zyte?](https://www.promptcloud.com/compare/)

 [ Comparisons ](https://www.promptcloud.com/compare/)[Is web scraping legal for our use case?](https://www.promptcloud.com/ebook/is-web-scraping-legal/)

 [ Ebook ](https://www.promptcloud.com/ebook/is-web-scraping-legal/)[Has anyone in our industry done this already?](https://www.promptcloud.com/case-studies/)

 [ Case studies ](https://www.promptcloud.com/case-studies/)[Can we get a ready-made dataset instead?](https://www.promptcloud.com/dataset/)

 [ Datasets ](https://www.promptcloud.com/dataset/)## Browse the resource library 

 Every hub, grouped by what you are trying to get done. All Evaluate Learn Proof Data### Evaluate an approach or vendor

For teams deciding how to source web data and who to trust with it.

 [ Solutions #### Web Scraping Services

Managed web data for pricing, AI, market research, risk, reviews and job data. Pick a custom feed built and maintained by PromptCloud, or a specialist platform.

 Explore services ](https://www.promptcloud.com/solutions/web-scraping-services/) [ Calculator #### Build vs Buy

Estimate the annual cost of in-house scraping, including engineering time, proxies, compute and rebuilds, and compare it with managed infrastructure.

 Calculate your cost ](https://www.promptcloud.com/web-scraping-build-vs-buy/) [ Guide #### Why Web Scrapers Fail in Production

11 real failure modes, what each one costs, and what enterprise teams do differently to keep data flowing.

 Read the guide ](https://www.promptcloud.com/why-web-scrapers-fail-in-production/) [ Comparisons #### Compare Alternatives

Side-by-side pages for Bright Data, Zyte, Oxylabs, Apify, Grepsr, Diffbot and more, covering delivery model, pricing, infrastructure, SLAs and scale.

 Compare providers ](https://www.promptcloud.com/compare/)### Learn the fundamentals

Research, guides and definitions for anyone new to web data or going deeper.

 [ Reports #### Reports

Original research on web access, anti-bot technology, outsourcing, DIY scraping costs and web data for AI.

 See all reports ](https://www.promptcloud.com/report/) [ Ebooks #### Ebooks and Guides

Practical playbooks on vendor evaluation, data quality, compliance, integration and building the business case.

 Browse ebooks ](https://www.promptcloud.com/ebook/) [ Articles #### Blog

How-tos, trends and applications of web scraping across ecommerce, finance, travel, jobs and AI.

 Read the blog ](https://www.promptcloud.com/blog/)### See it in production

How companies use managed web data, with the numbers behind it.

 [ Case studies #### Case Studies

Enterprise projects across news, automotive, real estate, pharma, sports and B2B intent data.

 View case studies ](https://www.promptcloud.com/case-studies/) [ Customer stories #### Client Success Stories

Named customers, including Treebo, YouScan, Enervee and Kardmatch, on what they built with PromptCloud data.

 Read their stories ](https://www.promptcloud.com/customer-stories/)### Get data

When you need records now rather than a custom crawl.

 [ Datasets #### Datasets

Ready-to-use datasets for AI training, research and business analysis across ecommerce, travel, automotive, real estate, finance, media, social media, recruitment and more.

 Find a dataset ](https://www.promptcloud.com/dataset/)## New research and guides

 The most recent reports and ebooks from the PromptCloud team. ### [Reports](https://www.promptcloud.com/report/)

 [The State of Web Access in 2026](https://www.promptcloud.com/report/the-state-of-web-access-in-2026/) How access to public web data is changing, and what it means for data teams. [The State of Anti-Bot Technology Report 2026](https://www.promptcloud.com/report/the-state-of-anti-bot-technology-report-2026/) Where bot detection is heading and how it affects collection at scale. [Web Scraping for Enterprise AI: 2026 Adoption Report](https://www.promptcloud.com/report/web-scraping-enterprise-ai-adoption-2026/) How enterprises source web data for AI models and applications. [The Cost of DIY Web Scraping](https://www.promptcloud.com/report/diy-web-scraping-cost-2026/) A breakdown of the true cost of running scrapers in-house. [ See all reports ](https://www.promptcloud.com/report/)### [Ebooks](https://www.promptcloud.com/ebook/)

 [Choose a web scraping vendor with a scorecard](https://www.promptcloud.com/ebook/web-scraping-vendor-scorecard/) A structured way to evaluate providers side by side. [Is web scraping legal?](https://www.promptcloud.com/ebook/is-web-scraping-legal/) What, how and where: the factors that decide legal risk. [Know if your web-scraped data is good enough](https://www.promptcloud.com/ebook/data-quality-framework/) A framework for judging whether scraped data is reliable. [Get Finance, Legal and IT to say yes to web data](https://www.promptcloud.com/ebook/web-scraping-business-case/) Build the internal business case for a managed provider. [ Browse all ebooks ](https://www.promptcloud.com/ebook/)## Results from our case studies

 A sample of outcomes customers have reached with PromptCloud data. 300,000+

Records are delivered daily to a Brazilian news portal through web content extraction.

 [ Read the case study ](https://www.promptcloud.com/case-studies/web-content-extraction-news-portal/)50%

 lower editorial costs for a global entertainment publisher using a content aggregation platform. [ Read the case study ](https://www.promptcloud.com/case-studies/content-aggregation-platform-entertainment/)100+ cities

covered by Treebo's dynamic pricing, powered by reliable competitor rate data.

 [ Read Treebo's story ](https://www.promptcloud.com/customer-stories/treebo-web-scraping-rate-intelligence/)## Frequently asked questions

Quick answers to what people ask most before exploring the library.

   <a tabindex="0">What resources does PromptCloud offer?</a>PromptCloud publishes free resources on web scraping and web data: research reports, ebooks and guides, a blog, a glossary of 500+ web scraping terms, enterprise case studies, client success stories, industry datasets, vendor comparison pages, a build vs buy cost calculator and a guide to why web scrapers fail in production.

   <a tabindex="0">Should I build my own web scrapers or buy a managed service?</a>It depends on your total cost of ownership. In-house scraping costs include engineering time, proxies, compute, monitoring and rebuilding scrapers when sites change, and teams often underestimate these. The [Build vs Buy calculator](https://www.promptcloud.com/web-scraping-build-vs-buy/) estimates your annual cost for both options so you can compare them directly.

   <a tabindex="0">Why do web scrapers break in production?</a>Production scrapers usually fail because target sites change their layout, anti-bot systems block requests, JavaScript rendering changes, proxies get flagged, or data quality degrades silently without monitoring. The [production failure guide](https://www.promptcloud.com/why-web-scrapers-fail-in-production/) covers 11 common failure modes, what each one costs and how enterprise teams prevent them.

   <a tabindex="0">How does PromptCloud compare with Bright Data, Zyte or Oxylabs?</a>PromptCloud is a fully managed web data provider that builds, runs and maintains crawlers and delivers clean data feeds, while many alternatives sell proxies, APIs or self-serve tools that your team operates. The [Compare Alternatives](https://www.promptcloud.com/compare/) section has side-by-side pages for Bright Data, Zyte, Oxylabs, Apify, Grepsr, Diffbot and others.

   <a tabindex="0">Is web scraping legal?</a>Web scraping legality depends on what data is collected, how it is collected and which jurisdictions apply. Publicly available, non-personal data is generally lower risk than personal data or content behind a login. The [web scraping legality ebook](https://www.promptcloud.com/ebook/is-web-scraping-legal/) explains the main considerations; it is not legal advice.

   <a tabindex="0">Are PromptCloud resources free?</a>Yes. The blog, glossary, case studies, customer stories and comparison pages are open to read. Reports and ebooks are free to download, and some may ask for an email address.

## Need a data feed built for your use case? 

 Tell us which sites and fields you need. We build, run and maintain the crawlers and deliver clean data on your schedule. [ Schedule a demo ](https://www.promptcloud.com/schedule-a-demo/)