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Oxylabs is the European enterprise scraping platform with a near-identical product matrix to Bright Data: Web Scraper API, SERP API, E-Commerce API, Web Unblocker, plus residential and mobile proxies. Teams evaluating Oxylabs typically reach this page when the enterprise contract feels like overkill for what their AI product actually needs.
Each alternative below is in the serp.fast directory with its own independent review. Oxylabs is not – we don't list traditional proxy-first vendors. The prose summarizes the trade against Oxylabs specifically.
Firecrawl is the default AI-native swap. Single API call returns LLM-ready Markdown plus structured fields. Per-page pricing, free tier, no enterprise contract. Right when Oxylabs' enterprise model is the friction and your targets aren't unusually hostile.
Scrapfly is the closest like-for-like on capability without the sales motion. Anti-Scraping Protection bypass is comparable to Web Unblocker, the API is self-serve, and pricing is per-request rather than per-GB.
ZenRows is the budget-tier choice. Anti-bot resolution on Cloudflare and DataDome, JavaScript rendering, predictable per-request pricing. The right fit if Oxylabs' enterprise pricing is the blocker and your volume sits in the mid-tens of thousands of pages per month.
Zyte is the closest enterprise alternative if you want a vendor with deep open-source credibility. The Scrapy maintainers ship Smart Proxy Manager plus AI-aware extraction APIs, and the European data residency story is similar.
Apify trades a generic scraping API for a marketplace of pre-built Actors. Better than Oxylabs when your use case is concentrated on a known set of sites and you'd rather pay for finished scrapers than build against raw infrastructure.
ScrapingDog is the cheapest substitute if you need a Web Scraper API plus a SERP API and don't need the rest of the Oxylabs product surface. Lowest sticker price in the category.
Crawl4AI is the open-source escape hatch. Self-host, pay infrastructure only, integrate your own proxy provider separately. Right if Oxylabs' proxy product is what you actually need and you want to unbundle the API layer.
They are direct equivalents on the enterprise scraping API surface, with Oxylabs scoring slightly higher on Trustpilot and stronger in Europe, and Bright Data carrying the larger residential proxy pool. For most AI product builders, both are overkill compared to AI-native alternatives like Firecrawl or Scrapfly.
ScrapingDog and ZenRows sit at the lowest commercial price tier. Crawl4AI is free if you self-host. Firecrawl is the cheapest of the AI-native options with a free tier.
Firecrawl. It outputs LLM-ready Markdown, integrates cleanly with LangChain and LlamaIndex, and has an Extract endpoint for structured field extraction. Crawl4AI is the open-source equivalent.
Scrapfly's Anti-Scraping Protection and Firecrawl's bypass layer match Web Unblocker on most sites. ZenRows handles Cloudflare and DataDome reliably at a lower price tier. The hardest 5-10% of sites still favor Bright Data or Oxylabs; for everything else, the AI-native APIs are competitive.
Stay when you're operating well above 1M pages per month, your targets are heavily defended, and your team is in Europe where data residency and EU support matter. For early-stage AI products under 100K pages per month, Oxylabs is overkill and a self-serve API will ship faster.
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