Best Web Scraping and Proxy Tools for AI and SEO in 2026: 20 Platforms Compared

Every AI model, every SEO dashboard, and every competitive intelligence report starts with the same thing: data from the web. Someone has to collect it, clean it, and deliver it in a format that machines can use.

In 2026, that “someone” is usually a proxy service or web scraping API. These tools route requests through millions of IP addresses, bypass anti-bot protections, and extract structured data from websites at scale, powering everything from AI training datasets to real-time price monitoring and SERP tracking for AI visibility.

If you are building AI products, running SEO campaigns, monitoring competitors, or collecting data for research, you need the right scraping and proxy infrastructure. This guide ranks the 20 best tools available in 2026.

Key terms explained

Before the rankings, here are the essential terms you need to understand. If you are already familiar with proxies and scraping, skip to the tool list.

Proxy. A server that sits between your computer and the website you are accessing. It routes your request through a different IP address, so the target website sees the proxy’s IP instead of yours. This prevents blocks when making many requests.

Residential proxy. A proxy that uses real IP addresses assigned by internet service providers to homeowners. Websites trust these IPs because they look like normal users, making them ideal for scraping sites with strong anti-bot protections.

Datacenter proxy. A proxy hosted in a data center rather than a real home. Faster and cheaper than residential proxies, but easier for websites to detect and block.

ISP proxy (Static residential). A proxy that combines the trust of a residential IP with the speed and stability of a datacenter. The IP is assigned by a real ISP but hosted on a server, giving you a consistent IP that websites trust.

Mobile proxy. A proxy that uses IP addresses from mobile carriers (4G/5G). The hardest type for websites to block because many real users share the same mobile IPs.

Web scraping. The automated process of extracting data from websites. A scraper visits a page, reads the HTML, and pulls out specific information like prices, text, images, or structured data.

Scraping API. A service that handles the scraping infrastructure for you, rotating proxies, handling CAPTCHAs, rendering JavaScript, and returning clean data. You send a URL, it returns the data.

SERP scraping. Extracting search engine results pages to track rankings, monitor AI Overviews, and analyze competitor positions.

CAPTCHA. A challenge (like “click all the traffic lights”) that websites use to block automated access. Advanced scraping tools solve CAPTCHAs automatically.

Rate limiting. When a website restricts how many requests you can make in a given time period. Proxies help distribute requests across many IPs to avoid triggering rate limits.

Rotating proxies. A proxy system that automatically assigns a different IP address for each request, making it look like requests come from thousands of different users.

Geo-targeting. Selecting proxy IPs from specific countries, cities, or regions to see localized content, essential for international SEO monitoring and regional price tracking.

Session control. Maintaining the same proxy IP across multiple requests when you need to stay logged in or maintain a browsing session on a target site.

How we evaluated these tools

Every tool was assessed across five criteria:

Network size and quality. How many IPs? What types (residential, datacenter, mobile)? How many countries?
Success rate. What percentage of requests return data without blocks or CAPTCHAs?
AI and SEO features. Does the tool offer SERP APIs, structured data extraction, or AI-ready output?
Pricing and value. Cost per GB, cost per request, free trials, and transparency.
Ease of use. API documentation, dashboard quality, and how quickly you can start collecting data.

Top 20 web scraping and proxy tools for 2026

1. ThorData, Best AI-native proxy and data platform

ThorData is built from the ground up for the AI era. Unlike traditional proxy vendors that focus on raw HTML delivery, ThorData is designed as AI-native web data infrastructure, delivering clean, structured data directly into LLM workflows, RAG systems, and AI agents.

The network spans 100 million residential IPs across 195 countries with granular targeting down to country, state, city, and ASN level. Success rates sit at 99.7 percent with 99.9 percent uptime, numbers that matter when you are running production AI pipelines that cannot afford data gaps.

What sets ThorData apart is the unlimited traffic model. While competitors charge per GB (and costs can spiral unpredictably), ThorData offers an unlimited bandwidth plan at a flat daily rate, no surprise bills, no throttling, and no bandwidth caps. For teams running large-scale data collection for AI training, SEO monitoring, or competitive intelligence, the predictable pricing is a significant advantage.

The platform also includes a Chrome proxy manager extension for non-developers, standardized APIs for pipeline integration, and precise session control for maintaining browsing sessions across requests.

Network: 100M+ residential IPs, 195 countries, city and ASN-level targeting
Key features: Unlimited bandwidth plan, AI-native data delivery, session control, Chrome extension, 99.7% success rate
Pricing: Residential from $0.40/GB at scale. Unlimited plan $69/day. New users: 5 GB for $4 intro offer, 1 GB free trial available. 100% credit-back offer up to $900 for new buyers
Best for: AI teams needing unlimited, predictable-cost web data for training, RAG, and agent workflows

2. Bright Data, Best enterprise-grade platform

Bright Data is the market leader in proxy and web data infrastructure, operating the largest network with 400 million residential IPs across 195 countries. The platform offers the broadest product suite: residential, datacenter, ISP, and mobile proxies, plus Web Scraper API, Scraping Browser, Web Unlocker, and Scraping Functions.

The Web Scraper API provides pre-built endpoints for extracting structured data from over 100 domains including Google, Amazon, LinkedIn, and Zillow. The Scraping Browser is compatible with Puppeteer, Selenium, and Playwright for dynamic JavaScript-rendered pages.

Network: 400M+ residential IPs, 195 countries
Key features: Web Scraper API (100+ domains), Scraping Browser, Web Unlocker, CAPTCHA solving, Scraping Functions
Pricing: Residential from $5.04/GB (pay-as-you-go), dropping with volume. Scraper API approximately $0.12 per 1,000 requests at base rate
Best for: Enterprise teams running large-scale, multi-source data collection with complex anti-bot requirements

3. Oxylabs, Best for AI-powered scraping

Oxylabs is the strongest competitor to Bright Data, with 175 million residential IPs and an industry-leading 99.9 percent success rate. The standout feature is OxyCopilot, an AI assistant that creates web scraping code from plain English prompts, eliminating the need to write scraping scripts manually.

Oxylabs also offers SERP Scraper API specifically optimized for search engine results, Web Scraper API for e-commerce and general data, and advanced proxy session management.

Network: 175M+ residential, 2M+ datacenter IPs, 195 countries
Key features: OxyCopilot AI assistant, SERP Scraper API, 99.9% success rate, advanced session management
Pricing: Residential from $4/GB (monthly plans), datacenter from $1.30/GB
Best for: Teams that want AI-assisted scraping development and enterprise-grade reliability

4. Smartproxy (Decodo), Best balance of price and features

Smartproxy (rebranded to Decodo for some products) offers one of the best value propositions in the proxy market. The 65 million residential IP pool is smaller than Bright Data or Oxylabs but sufficient for most use cases, and pricing is significantly more accessible.

The platform includes SERP Scraping API, eCommerce Scraping API, and Social Media Scraping API as pre-built solutions that handle proxies, rendering, and parsing in a single call.

Network: 65M+ residential IPs, 195+ locations
Key features: Pre-built scraping APIs (SERP, eCommerce, Social), no-code scraper, Chrome extension
Pricing: Residential from $2.20/GB (pay-as-you-go). Scraping APIs from $0.05 per request
Best for: Mid-market teams wanting premium features at competitive pricing

5. ScraperAPI, Best for developers who want simplicity

ScraperAPI is the developer-friendly option. Send an API request with a URL, and it handles proxy rotation, CAPTCHA solving, and JavaScript rendering automatically. No proxy management, no IP configuration, just data back in your response.

The Google SERP API returns structured search results including AI Overviews, People Also Ask, and featured snippets, critical for AI visibility monitoring.

Network: Managed proxy pool (not disclosed), automatic rotation
Key features: Single API endpoint, automatic proxy rotation, CAPTCHA handling, SERP API, JavaScript rendering
Pricing: Free 5,000 requests. Hobby $49/month (100K requests), Startup $149/month, Business $299/month
Best for: Developers who want to focus on data usage, not proxy infrastructure management

Comparison of proxy and scraping platforms by type and pricing — Photo by AISEOShift on AISEOShift

6. Apify, Best for no-code scraping workflows

Apify is a full scraping platform with over 3,000 pre-built “Actors” (scrapers) for common websites, Google, Amazon, Instagram, Twitter, LinkedIn, Zillow, and hundreds more. No coding required for most use cases: find the Actor for your target site, configure it, and run.

For developers, Apify supports custom scrapers in JavaScript, Python, and TypeScript with built-in proxy rotation, storage, and scheduling.

Key features: 3,000+ pre-built scrapers, cloud scheduling, built-in storage, proxy integration, API access
Pricing: Free tier (30 compute units/day). Personal $49/month, Team $499/month
Best for: Non-developers who need to scrape specific sites without writing code

7. Zyte, Best for AI-ready structured data

Zyte (formerly Scrapinghub) focuses on delivering structured, AI-ready data rather than raw HTML. Zyte API automatically extracts product data, article content, and search results into clean JSON, no parsing code needed.

The platform also maintains Scrapy, the most popular open-source web scraping framework, giving it deep credibility in the developer community.

Key features: Automatic data extraction to JSON, AI-powered parsing, Scrapy Cloud, anti-ban technology
Pricing: From $0.30 per 1,000 URLs for automatic extraction
Best for: AI teams that need clean, structured data without building parsers

8. IPRoyal, Best budget residential proxies

IPRoyal offers ethically sourced residential proxies at some of the lowest prices in the market. The Pawns app, which pays real users for sharing their bandwidth, provides genuinely residential IPs while maintaining ethical sourcing standards.

Network: 32M+ residential IPs, 195 countries
Key features: Ethically sourced IPs, sticky sessions up to 24 hours, SOCKS5 support, city-level targeting
Pricing: Residential from $1.75/GB (one of the lowest in the market)
Best for: Budget-conscious teams that need genuine residential proxies without enterprise pricing

9. Scrapingbee, Best for JavaScript-heavy sites

Scrapingbee specializes in rendering JavaScript-heavy websites, single-page applications, dynamic content, and sites that load data after the initial page load. The headless Chrome rendering engine handles modern web frameworks that simpler scrapers cannot parse.

Key features: Headless Chrome rendering, proxy rotation, Google SERP API, screenshot capture, CSS selector extraction
Pricing: Freelance $49/month (150K credits), Startup $99/month, Business $299/month
Best for: Scraping React, Angular, Vue, and other JavaScript-rendered websites

10. SerpApi, Best dedicated SERP tracking

SerpApi is purpose-built for search engine results scraping. It returns structured JSON for Google (including AI Overviews, featured snippets, PAA), Bing, Yahoo, Baidu, Yandex, and more. For SEO teams tracking rankings and AI visibility, SerpApi provides the cleanest SERP data available.

Key features: Structured SERP JSON, Google AI Overview support, 15+ search engines, real-time and batch results
Pricing: Developer $50/month (5,000 searches), Business $250/month, Enterprise custom
Best for: SEO teams and tools that need reliable, structured SERP data at scale

11. Crawlbase, Best for simple API scraping

Crawlbase (formerly ProxyCrawl) offers a straightforward crawling API, send a URL, get rendered HTML or structured data back. The Crawling API handles proxies, CAPTCHAs, and JavaScript rendering with a single endpoint.

Key features: Crawling API, Scraper API for structured data, Storage API, Screenshot API
Pricing: Free 1,000 requests. From $29/month for 10,000 requests
Best for: Small teams that need occasional scraping without managing infrastructure

12. Diffbot, Best for AI knowledge graph extraction

Diffbot does not just scrape pages, it understands them. Using computer vision and NLP, Diffbot automatically identifies and extracts articles, products, discussions, and events from any web page, then organizes them into a knowledge graph.

Key features: Automatic page classification, knowledge graph extraction, entity recognition, 12+ extraction APIs
Pricing: From $299/month for 10,000 pages. Enterprise custom
Best for: AI teams building knowledge graphs and structured datasets from unstructured web content

13. Scrape.do, Best SERP API value

Scrape.do delivers the richest SERP output at competitive pricing, full SERP data including AI Overviews, People Also Ask, video carousels, news, and related searches for $1.16 per 1,000 requests.

Key features: Full SERP data with AI Overview extraction, 195+ geo-locations, JavaScript rendering, residential proxy rotation
Pricing: From $1.16 per 1,000 requests. Free trial available
Best for: SEO teams that need comprehensive SERP data including AI Overview monitoring at a competitive price

14. WebScrapingAPI, Best for multi-format extraction

WebScrapingAPI returns data in multiple formats, HTML, JSON, screenshots, and markdown, from a single API call. The markdown output is particularly useful for feeding scraped content directly into LLM pipelines.

Key features: Multi-format output (HTML, JSON, markdown, screenshot), auto-parsing, proxy rotation, JavaScript rendering
Pricing: Free 1,000 requests. From $49/month
Best for: AI developers who need scraped content in LLM-ready formats

15. Soax, Best for mobile proxy coverage

Soax offers one of the largest mobile proxy networks, with IPs from real 4G and 5G mobile carriers. Mobile proxies are the hardest for websites to block because real mobile users share the same IP pools.

Network: 191M+ IPs including extensive mobile coverage, 195 countries
Key features: Mobile, residential, ISP proxies, real-time IP filtering, precise geo-targeting
Pricing: Residential from $3.90/GB, mobile from $5.40/GB
Best for: Teams scraping mobile-first platforms or needing the highest trust proxy IPs

16. Nimbleway, Best for enterprise AI data pipelines

Nimbleway is built for enterprise AI and data teams. The platform combines premium proxies with structured data APIs, SERP intelligence, and an AI-powered web parsing engine, all designed to deliver clean data into production AI systems.

Key features: AI web parsing, SERP API, eCommerce API, real-time data delivery, enterprise SLAs
Pricing: Enterprise custom pricing
Best for: Enterprise AI teams that need production-grade data pipelines with SLA guarantees

17. Hasdata, Best for budget SERP scraping

Hasdata offers SERP scraping at some of the lowest prices in the market, from $0.003 per request dropping to $0.0004 at volume. For teams that need large volumes of search data without enterprise budgets, Hasdata delivers strong value.

Key features: SERP API, web scraping API, Google Maps API, low-cost pricing tiers
Pricing: From $0.003 per request, dropping with volume. Free tier available
Best for: Budget-conscious teams scraping large volumes of SERP data

PhantomBuster specializes in automating data extraction from social media platforms, LinkedIn, Twitter, Instagram, Facebook, and Google Maps. Pre-built “Phantoms” handle common tasks like extracting LinkedIn profiles, scraping Twitter followers, and collecting Google Maps business data.

Key features: 100+ pre-built social media automations, LinkedIn scraping, email finder, CRM enrichment
Pricing: Starter $69/month, Pro $159/month, Team $439/month
Best for: Sales and marketing teams extracting lead data from social media platforms

19. ParseHub, Best free visual scraper

ParseHub is a visual web scraping tool, click on the elements you want to extract, and it builds the scraper for you. No coding, no API configuration. The free tier allows 200 pages per run, making it the most accessible entry point for non-technical users.

Key features: Visual point-and-click scraper, JavaScript rendering, scheduled runs, API access, export to CSV/JSON
Pricing: Free (200 pages/run, 5 projects). Standard $189/month, Professional $599/month
Best for: Non-technical users who need to scrape structured data without writing code

20. Octoparse, Best desktop scraping application

Octoparse is a desktop application for visual web scraping with cloud execution. The point-and-click interface builds scrapers visually, and cloud servers run them on schedule. Pre-built templates cover common sites like Amazon, eBay, and Google.

Key features: Desktop app with visual builder, cloud execution, 100+ pre-built templates, scheduled runs, API export
Pricing: Free tier. Standard $89/month, Professional $249/month
Best for: Business users who want a desktop application for building and managing scrapers

Comparison table

Tool	Type	Best For	Starting Price	Network Size
ThorData	Proxy + Data	AI data pipelines	$0.40/GB, $69/day unlimited	100M+ IPs
Bright Data	Proxy + Scraping	Enterprise scale	$5.04/GB	400M+ IPs
Oxylabs	Proxy + Scraping	AI-powered scraping	$4/GB	175M+ IPs
Smartproxy	Proxy + Scraping	Mid-market value	$2.20/GB	65M+ IPs
ScraperAPI	Scraping API	Developer simplicity	Free / $49/mo	Managed
Apify	Scraping Platform	No-code workflows	Free / $49/mo	Managed
Zyte	Data Extraction	AI-ready data	$0.30/1K URLs	Managed
IPRoyal	Proxy	Budget residential	$1.75/GB	32M+ IPs
Scrapingbee	Scraping API	JavaScript sites	$49/mo	Managed
SerpApi	SERP API	SERP tracking	$50/mo	Managed
Crawlbase	Scraping API	Simple API scraping	Free / $29/mo	Managed
Diffbot	Data Extraction	Knowledge graphs	$299/mo	Managed
Scrape.do	SERP API	SERP value	$1.16/1K requests	Managed
WebScrapingAPI	Scraping API	Multi-format output	Free / $49/mo	Managed
Soax	Proxy	Mobile proxies	$3.90/GB	191M+ IPs
Nimbleway	Enterprise Data	Enterprise AI	Custom	Premium
Hasdata	SERP API	Budget SERP	$0.003/request	Managed
PhantomBuster	Social Scraping	Lead generation	$69/mo	Managed
ParseHub	Visual Scraper	Free visual scraping	Free / $189/mo	N/A
Octoparse	Visual Scraper	Desktop scraping	Free / $89/mo	Cloud

How to choose the right tool

By use case

AI training data and RAG: ThorData (unlimited bandwidth, AI-native), Bright Data (scale), Zyte (structured output), Diffbot (knowledge graphs)

SEO and SERP monitoring: SerpApi (cleanest SERP data), Scrape.do (best value), ScraperAPI (developer-friendly), Hasdata (budget)

E-commerce price monitoring: Bright Data (100+ domain APIs), Oxylabs (high success rate), Smartproxy (value), ThorData (unlimited bandwidth for continuous monitoring)

Lead generation and social scraping: PhantomBuster (social media), Apify (pre-built scrapers), Clay (enrichment, see our AI sales tools guide)

General web scraping on a budget: IPRoyal (cheapest residential), Crawlbase (simple API), ParseHub (free visual tool), Octoparse (desktop app)

By team type

Solo developer: ScraperAPI or Crawlbase, simple APIs, pay per request, no infrastructure management.

Marketing/SEO team: SerpApi or Scrape.do for SERP data, plus Apify for social and site scraping. No coding needed.

AI/ML team: ThorData for unlimited data collection, Zyte for structured extraction, Diffbot for knowledge graphs.

Enterprise: Bright Data or Oxylabs for scale and compliance, Nimbleway for SLA-guaranteed pipelines.

Why web scraping matters for AI SEO

Web scraping is not just a technical capability, it is a strategic advantage in the AI SEO shift. Here is how scraping tools power modern SEO:

SERP monitoring. Track how your pages appear in Google results, AI Overviews, and featured snippets. Detect ranking changes before they impact traffic.
AI visibility tracking. Monitor whether ChatGPT, Perplexity, and Google AI Overviews cite your content. Tools like SerpApi and Scrape.do extract AI Overview data directly.
Competitive intelligence. Scrape competitor content, pricing, and positioning to identify gaps in your own strategy.
Content research. Extract data from industry sites, forums, and reviews to inform AI keyword research.
Schema validation. Scrape your own pages to verify schema markup renders correctly for search engines.

Frequently asked questions

What is web scraping and is it legal?

Web scraping is the automated extraction of data from websites. It is generally legal when scraping publicly available data, but you should respect robots.txt directives, terms of service, and data protection regulations like GDPR. Most proxy and scraping providers include compliance guidance. Scraping behind login walls or collecting personal data without consent raises legal concerns.

What is the difference between a proxy and a scraping API?

A proxy routes your requests through a different IP address, you still need to build the scraper yourself. A scraping API handles everything: proxy rotation, CAPTCHA solving, JavaScript rendering, and data extraction. Proxies give you more control; scraping APIs give you more convenience. Many tools like Bright Data, Oxylabs, and ThorData offer both.

How much does web scraping cost?

Costs range from free (ParseHub, Octoparse free tiers) to thousands per month for enterprise solutions. Residential proxies typically cost $1.75 to $5 per GB. Scraping APIs charge $0.001 to $0.05 per request. SERP APIs range from $50 to $300 per month. ThorData’s unlimited plan at $69 per day offers predictable costs for high-volume use cases.

Which proxy type should I use for SEO monitoring?

Residential proxies are the safest choice for SEO monitoring because they look like real user traffic. For SERP scraping specifically, dedicated SERP APIs (SerpApi, Scrape.do) are more efficient than raw proxy + scraper combinations because they handle Google’s anti-bot measures automatically and return structured data.

Can I scrape Google search results?

Yes, using SERP-specific APIs like SerpApi, Scrape.do, or ScraperAPI’s Google endpoint. These tools handle Google’s anti-bot protections and return structured JSON including organic results, AI Overviews, featured snippets, and People Also Ask data. Scraping Google directly with raw proxies is possible but requires significant anti-detection engineering.

What is the best tool for scraping data for AI training?

ThorData is purpose-built for AI data collection with unlimited bandwidth and AI-native data delivery. Bright Data and Oxylabs offer the largest networks for scale. Zyte delivers pre-structured data that reduces preprocessing. Diffbot extracts entities and relationships for knowledge graph construction. The right choice depends on your data volume, structure requirements, and budget.