--- title: Zyte review description: AI-powered structured web extraction canonical: "https://10xgtm.ai/tool/zyte" type: review category: "Web data & extraction infrastructure" last-verified: 2026-09-02 pricing-verified: 2026-09-02 availability: active sources: 17 --- # Zyte review The most pedigreed scraping API on the market, with real AI extraction, if your team already lives in Scrapy and can model a tiered bill. ## The take - **Great for:** Scrapy-native engineering teams who want **one API** for proxies, rendering, and AI extraction, and who can stomach per-request tier pricing. - **The catch:** **The price tier is hidden.** Zyte auto-assigns each site to one of five difficulty tiers, and a bill can land 40x above your estimate before you notice. - **Bottom line:** Reach for it when **your team writes Scrapy spiders** and crawls at volume. If you just need a quick data pull, a flat-credit scraper is cheaper and simpler. ## Specs - **Starting price:** Pay-as-you-go from $0.13/1K HTTP requests - **Free tier:** $5 free credit (30 days), no standing free plan - **Pricing model:** Per successful request, tiered by site difficulty - **Best for:** Scrapy-native engineering teams - **Key integrations:** Scrapy, Python SDK, REST API, MCP server - **Watch out for:** Hidden per-site tier pricing; bills spike on defended targets ## What you're actually getting Zyte is the company behind **Scrapy**, the open-source Python framework most serious scrapers are built on. The commercial product, Zyte API, wraps proxy rotation, anti-bot unblocking, browser rendering, and automatic extraction into one endpoint. The standout is **AI extraction**. Trained AI models return clean, structured data for products, articles, job postings, and SERPs with a single setting. For custom fields, a scraping-tuned LLM pulls arbitrary attributes from a natural-language schema. You only pay for **successful responses**. Rate-limited and failed requests are free, which flips the bandwidth-cost risk most proxy vendors push onto you. ## Where it earns its keep It shines on **defended targets**. Reviewers consistently report Zyte getting through Cloudflare and DataDome where lighter tools fail, and the per-request country setting lets one spider cover multiple markets. The **Scrapy integration is first-class**. Moving an existing crawler to Zyte takes close to a settings change, and Scrapy Cloud handles hosting and scheduling without new infrastructure. G2 sits at **4.4 across 125 reviews**, with praise clustering on reliability, anti-blocking, and support responsiveness for technical users. ## Where it'll bite you **Tier pricing is the trap.** Zyte auto-assigns every site to one of five difficulty tiers, and you do not know which until you start scraping. HTTP ranges from $0.13 to $1.27 per 1K, browser from $1.01 to $16.08, a 16x spread you cannot see coming. One Trustpilot user reported a bill **40x higher than expected**, and the spend-limit control that should protect you reportedly needed an enterprise subscription to work. Zyte rolled out new hard spending caps and alerts in 2026, but the tier opacity itself remains. **Debugging failures is painful.** A ban comes back as a generic error with no useful detail, and a page can return successfully yet come back empty, so a crawl quietly produces nothing. ## What it costs, really There is no single number. Pay-as-you-go starts at **$0.13 per 1K HTTP requests** on simple sites and climbs to $1.27 on advanced ones. Browser-rendered requests run $1.01 to $16.08 per 1K. Monthly commitments of **$100, $200, or $500** bring 25 to 52 percent volume discounts. AI extraction adds $0.0004 to $0.0016 per data type, and custom LLM attributes bill on token usage. Price your own pilot on your real target mix before trusting any estimate. ## Reach for it / skip it - **Reach for it if:** Engineering teams already in Scrapy who crawl defended sites at volume and can model a tiered, usage-based bill. - **Skip it if:** You need predictable pricing or a no-code scraper. A flat-credit tool like ScraperAPI or a visual tool like Octoparse gets you data without the tier roulette. ## What real users said - "In our team, we use other proxy providers as well, but when they fail, the only option we have to get the data is the Zyte API. It works every time and with great accuracy." -- Muhammad Saqib K., G2 - "I only use the Zyte Scrapy Cloud and for sure it's the best platform to host and run your Scrapy scrapers. It is very easy to use, reliable and fast. The price is actually surprisingly good, given how expensive most cloud solutions have gotten in the last few years." -- Francisc C., G2 - "I find Zyte really easy to use, and it was very easy and pretty self explanatory to set up. We were able to integrate the information we pull into our website to directly compare pricing with other leading companies." -- Brandon B., G2 - "What I like most is the live consumption dashboard and the support from their team. They offer best-in-class scalability, and there are very few instances where data comes back unreturned. One area I think they could improve is the pricing structure. There's a lot of uncertainty around pricing because there isn't a fixed cost; instead, it's usage-based." -- Rishi V., G2 --- Full review: https://10xgtm.ai/tool/zyte - 17 cited sources.