8 Best Web Scraping APIs in 2026
Blog post from Firecrawl
In 2026, web scraping APIs have become essential tools for handling the complexities of data extraction from various websites, offering a range of features to suit different needs and budgets. Firecrawl is highlighted as an ideal choice for AI and LLM workflows, providing markdown output optimized for language models and integrating with platforms like LangChain. BrightData is recommended for enterprise-level projects requiring maximum reliability due to its vast proxy network and pre-built scrapers. ScrapingDog and Oxylabs cater to users needing platform-specific scraping, offering structured JSON outputs for sites like Amazon and LinkedIn. For budget-conscious users, Scrape.do and ZenRows provide basic scraping and browser automation capabilities, though ZenRows may have below-average success rates. The text emphasizes the importance of considering output formats and real-world performance when selecting a web scraping API, as raw HTML may require additional processing for integration into structured databases or AI pipelines.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 13 | 5,138 | 781 | 181 | +34% |
| AI Coding Assistant | 3 | 1,009 | 253 | 106 | +42% |
| Developer Experience | 2 | 408 | 220 | 96 | -1% |
| MCP | 2 | 3,346 | 363 | 139 | +19% |
| AI Agents | 1 | 3,583 | 743 | 199 | -1% |
| OpenClaw | 1 | 1,172 | 87 | 30 | +176% |
| RAG | 1 | 1,727 | 253 | 82 | +103% |
| Real-time | 1 | 5,046 | 1,089 | 214 | +11% |
Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.