Problem: Geo-blocking, CAPTCHAs, and IP blocks. Solution: Large pool of real residential IPs, site unblockers, scraping API. Result: Scalable data collection.

Lead Data: Enrichment, Providers & Scraping, AI Models & Foundations
Key Feature Rating & Critique Ideal for AI Parsers & MCP Integration Excellent performance (<0.2s), high success rate (99.9%), but higher costs for advanced APIs. AI developers, e-commerce monitoring & large-scale scraping.
Smartproxy, now known as Decodo, remains one of the leading providers of proxy solutions and web scraping infrastructure in 2026. With over 115 million residential IPs and specialized AI integration, the platform offers a robust response to modern anti-bot systems. Especially for companies that value speed and ethical sourcing, Decodo is a top choice, although the pricing structure can seem complex to beginners. The core problem: Why web scraping will be more difficult in 2026. In 2026, companies will face massive challenges in data extraction. Modern websites use sophisticated AI-driven anti-bot measures, dynamic JavaScript rendering, and strict geo-blocking. Without the right infrastructure, automated requests immediately lead to IP blocks or CAPTCHAs, interrupting the data flow and paralyzing market analysis. The solution: Smartproxy (Decodo) infrastructure. Decodo addresses these problems through a hybrid system of high-quality proxies and intelligent scraping tools. The solution consists of three main pillars:
The residential proxies are the core component. They utilize real IP addresses from private users, making them virtually invisible to target servers. With an average response time of under 0.2 seconds, they are among the fastest on the market.
With over 10 million mobile IPs and 700+ ASNs, Decodo offers a specialized solution for tasks requiring the highest authority, such as ad verification or app testing.
This API combines proxy management with headless browsing. Users no longer need to worry about the technical infrastructure; they simply send a URL and receive the finished data back. Areas of application in 2026 workflows: Integration into modern AI pipelines is Decodo's key advantage this year: AI training: Automated data acquisition for Large Language Models (LLMs) via LangChain integration. E-commerce monitoring: Real-time price comparisons without being blocked by anti-bot systems. Automation with n8n: Seamless integration of web data into complex business workflows without any programming effort. Step-by-step: Setup & Integration: Registration: Create an account on the Decodo platform and choose your plan. Proxy Configuration: Choose between Residential, Mobile, or Datacenter proxies in the dashboard. Authentication: Use either User:Password or IP whitelisting for access. API Integration: Integrate the endpoint into your tool (e.g., Python, n8n, or MCP Server). Monitoring: Monitor traffic and success rates in real time via the dashboard. Price Analysis & Competitive Comparison: Decodo positions itself as a premium provider with a focus on price-performance ratio (best value): Residential: From $1.5 per GB (often 50% discount promotions available). Mobile: From $2.25 per GB. Scraping API: From $0.08 per 1,000 requests. Compared to competitors like Bright Data, Decodo offers a frequently simpler user interface and more transparent entry-level pricing, while keeping pace technically in terms of speed and network size. Conclusion: Is Smartproxy (Decodo) worth it in 2026? The result of using Decodo is a A significant increase in efficiency in data acquisition. Companies report success rates exceeding 99.9% while simultaneously reducing technical overhead. For professional users who require reliable data for AI applications or market analyses, switching to Decodo in 2026 is highly recommended.