This list compares ten tools for collecting public web data for market intelligence, including scraping APIs and data collection platforms, and it is written for research, pricing, product and analytics teams.
To truly understand your market — what your competitors do, customer behavior, and trend directions — data is critical. However, gathering data on a large scale manually can be difficult. That’s where market intelligence tools come in.
These platforms allow collecting instant information from all over the internet, like product listings, prices, customer feedback, search results, social media discussions, and more, without worrying about complicated technical issues like CAPTCHA and IP restrictions.
In this article, we’ll go over some of the top tools for market intelligence data collection available today.
Market Intelligence Data Collection Tools At A Glance
Tool
Type
Best for
1. Bright Data
Web data platform
Large organizations collecting public web data across many sectors
2. ScraperAPI
Scraping API
Teams that want clean, structured data quickly
3. Oxylabs
Web intelligence platform
Large-scale, real-time public data gathering
4. NetNut
Web data gathering platform
Large-scale, dependable data access
5. SOAX
Web data platform
Businesses, researchers and AI teams needing consistent access
6. ScrapingBee
Scraping API
Extracting data without managing headless browsers
7. Scrape.do
Scraping API
Simple data requests with one line of code
8. Scrapingdog
Scraping API
Search engine, ecommerce and social media data
9. Zyte
Data extraction platform
Large-scale, compliance-focused extraction
10. Webshare
Web data collection infrastructure
Teams running their own collection at scale
Best Tools For Market Intelligence Data Collection
Bright Data is one of the top market intelligence tools and a preferred option for all who require broad and reliable access to public online information. More than 20,000 organizations trust it across almost every industry sector: tech giants, researchers, retail analysts, and AI developers.
The platform provides all necessities in one location: strong proxy networks, scraper APIs ready to use immediately, large pre-collected datasets, and fully managed data services for those who prefer this approach. Equally important is that Bright Data dominates the industry in ethical web scraping — it maintains strict privacy standards under GDPR and CCPA.
ScraperAPI is one of the best tools for market intelligence data collection, designed to make gathering data quick. Since 2018, it has helped more than 10,000 businesses in collecting clean and organized data from different websites without concerns about CAPTCHA. With just one straightforward API, you can convert web pages into ready-to-use structured information suitable for analysis or AI models.
For research on the market, ScraperAPI provides extensive local web data that can assist in understanding customers, keeping an eye on competitors, and identifying new trends. It offers global insights through its 40+ million proxy network, allowing you to obtain real-time market data from any location.
Oxylabs is a top platform for web intelligence and data gathering, supporting businesses in reaching public web information fast and safely. The platform manages one of the biggest ethical proxy networks globally, providing more than 177 million proxies. It supports over 4,000 clients around the world from sectors such as eCommerce, cybersecurity, and AI research. Furthermore, Oxylabs was recognized by the Financial Times as one of Europe’s fastest-growing web intelligence companies.
Oxylabs offers a broad selection of tools, such as residential, mobile, and ISP proxies. It also provides AI-powered Scraper APIs along with the cutting-edge AI Studio for low-code data gathering. These services simplify the process of collecting, organizing, and examining online data without concerns about technical obstacles.
Key features of Oxylabs:
177M+ ethically gathered IPs
20M+ mobile proxies for real-user accuracy
AI-driven Scraper APIs for automated data extraction
AI Studio for low-code, natural language scraping
Web Unblocker for block-free, CAPTCHA-resistant access
NetNut is a top web data gathering platform designed for easy access to large-scale, dependable data. The company operates a large proxy network globally, mixing ISP and residential connections for seamless browsing and scraping without blocks. Its network covers more than 85 million residential IPs, 5 million mobile IPs, and 150,000 datacenter proxies across over 200 ISPs around the world.
With success rates reaching up to 99% for residential proxies and a full 100% for mobile IPs, users can rely on quick and steady data gathering. Businesses of every scale, even Fortune 500 companies such as Lenovo and Apify, utilize NetNut to support AI tools, market analysis, ad verification, and other operations that are driven by data.
Key features of NetNut:
85M+ rotating residential IPs across 195+ countries
5M+ mobile IPs with 100% success rate
1M+ static residential IPs for stable sessions
150K+ datacenter proxies with 99.99% uptime
Hybrid ISP and residential proxy network
Website Unblocker with automatic IP rotation and CAPTCHA solving
SOAX is another platform for collecting web data and proxies, designed specifically for businesses, researchers, and AI teams who require consistent access to public web information. The company delivers an extensive, ethically gathered proxy network, with more than 191 million IPs in over 195 countries. Its technology simplifies the process of obtaining large amounts of data from the internet without experiencing issues like blocks, slowdowns, or CAPTCHA.
SOAX brings together residential, mobile, ISP, and datacenter proxies with a Web Data API powered by AI. This SOAX system automatically manages all tasks from IP rotation to browser fingerprinting. Importantly, SOAX is serious about compliance and ethics; it uses verified whitelisted IPs and strictly adheres to KYC procedures.
Key features of SOAX:
191M+ ethically sourced, whitelisted IPs
Coverage in 195+ countries with precise geotargeting
Residential, mobile, ISP, and datacenter proxy options
ScrapingBee is one of the best tools for data collection that simplifies and automates the extraction of large-scale data, without any need to manage proxies or headless browsers. This platform takes care of all complicated aspects in scraping, like JavaScript rendering, proxy rotation, avoiding CAPTCHA issues, and browser emulation.
Its feature for data extraction, powered by AI, allows users to describe the information they need in simple English. It automatically gives back organized outcomes without having to code CSS selectors. Additionally, ScrapingBee can handle JavaScript scenarios for clicking or scrolling and working with dynamic pages.
Key features of ScrapingBee:
JavaScript rendering/headless browser support
Automatic proxy rotation
AI-powered data extraction
Support for custom JavaScript interaction
Screenshot capture
SERP/Google search result scraping
Geotargeting via proxies
Structured output (JSON, CSV)
Pricing:
All plans include API access, JavaScript rendering, rotating and premium proxies, and AI-powered scraping features:
Scrape.do is one of the top tools for market intelligence data collection that lets users gather details from any website with only one line of code, without the need to manage proxies, CAPTCHA, or browser configurations. The system operates on an extensive network of more than 95 million rotating proxies in over 150 countries, which guarantees that users can obtain global data freely without blockages or delays.
Scrape.do utilizes managed headless browsers to load and display even the most complicated websites, heavy with JavaScript, capturing data as a real user would do. This makes it perfect for scraping dynamic pages created using frameworks like React, Angular, or Vue. Scrape.do also offers features such as automatic IP rotation, geotargeting, and webhook callbacks that provide instant results directly to your systems.
Key features of Scrape.do:
95M+ rotating proxies across 150+ countries
Managed headless browsers for rendering dynamic pages
Automatic proxy rotation and CAPTCHA bypass
JavaScript rendering for React, Angular, and Vue sites
Geotargeting for localized data collection
Real-time webhook and callback integrations
LLM-ready Markdown data output
User interaction simulation (clicking, scrolling, waiting)
Scrapingdog is the best market intelligence software that simplifies and makes data extraction efficient. It assists users in gathering information from search engines, eCommerce platforms, and social media sites without the need to handle proxies, CAPTCHA, or website blocks. By utilizing headless Chrome, it has the ability to scrape any webpage, including those that depend on JavaScript, and provide tidy structured data in JSON or Markdown format.
Additionally, the platform provides dedicated APIs for popular websites, including Google, Amazon, LinkedIn, and Walmart, allowing users to easily gather data for price tracking, lead generation, SEO monitoring, or AI training. With over 40 million rotating proxies, Scrapingdog ensures high success rates and reliable performance.
Key features of Scrapingdog:
Headless Chrome rendering for scraping JavaScript-heavy websites
40M+ proxies
Parsed JSON or Markdown output for easy data integration
Dedicated scraper APIs for Google, Amazon, LinkedIn, and Walmart
Zyte is one of the best tools for data collection, created to make large-scale, compliant data extraction easy. Having more than 14 years of experience in the field, Zyte mixes AI-driven automation with human control to provide top-quality, organized web data for businesses of every size.
Zyte API works in real-time to identify and avoid any website blocks, making sure that requests are routed through the best paths. For those who prefer a more hands-off approach, Zyte Managed Data offers fully managed web data feeds that are ready for use and created with AI accuracy. Additionally, Zyte has AI Scraping available — this is an advanced tool capable of extracting product and site data within minutes.
Key features of Zyte:
Real-time block detection and bypass via Zyte API
AI-powered auto-crawling and data extraction
Fully managed web data feeds
Smart Proxy Manager for seamless IP rotation
Scalable Scrapy Cloud hosting for crawlers
Structured data delivery in multiple formats
Pricing:
Zyte uses a pay-as-you-go model, priced per request rather than per gigabyte. Users can calculate their costs using Zyte’s cost calculator tool; also, there are discounts available for higher commitments.
Webshare is the best market intelligence software designed to make large-scale web data collection faster and easier. It provides an opportunity to use over 80 million residential IPs, as well as 500,000 datacenter and ISP proxies available in around 195 countries.
Webshare has the trust of more than 64,000 customers around the globe. These include e-commerce analysts, cybersecurity teams, and AI developers. The primary uses for Webshare are in pricing intelligence, market research, SEO monitoring, social media management, fraud prevention, and reputation management.
Key features of Webshare:
80M+ residential IPs across 195 countries
500K+ datacenter and ISP proxies
Browser extension and developer-friendly API
Private and dedicated proxy options
Real-time proxy dashboard and performance tracking
Pricing:
Proxy Server Plans:
Free: 10 proxies: $0/month
100 proxies: $2.99/month
1,000 proxies: $26.91/month
5,000 proxies: $119.60/month
60,000 proxies: $1,076.40/month
Static Residential:
20 proxies: $6/month
100 proxies: $30/month
500 proxies: $142.50/month
1,000 proxies: $270/month
10,000 proxies: $2,250/month
Rotating Residential:
1 GB: $3.50/month
10 GB: $27.50/month
25 GB: $65/month
100 GB: $225/month
3,000 GB: $4,200/month
What A Market Intelligence Data Collection Tool Does
Market intelligence data collection tools gather publicly available information from websites at scale and turn it into structured data that analysts can use. Common research uses include:
Competitor pricing: tracking prices, discounts and stock levels across ecommerce sites.
Product and assortment research: monitoring new launches, product details and category trends.
Search and visibility tracking: collecting search engine results to measure share of voice.
Review and sentiment analysis: gathering customer reviews and public discussion to understand perception of brands and products.
Market sizing and lead research: compiling public business listings, job postings and company data.
AI and analytics datasets: building training and evaluation data from public sources.
Tools on this list fall into two groups: scraping APIs, which return page content or parsed data for each request, and broader data platforms, which add infrastructure, ready-made datasets or managed extraction. For more options, see the top web scraping tools for data extraction and the top enterprise data collection platforms.
How To Choose A Data Collection Tool
Start with the research question: list the sites, data fields and update frequency you need before comparing tools.
Decide build or buy: a scraping API suits teams with developers, while managed extraction or ready-made datasets suit teams without engineering time.
Check data quality: test each tool on your target sites and compare success rates, accuracy and output formats.
Review compliance: confirm the provider collects only public data, respects applicable laws and offers clear terms of use.
Understand pricing: most tools charge by request, by successful result, by data volume or by subscription tier, so estimate your monthly volume first.
Plan integration: check API documentation, delivery options such as webhooks or cloud storage and support for your analytics stack.
Market intelligence data collection is the process of gathering information about competitors, customers, prices and market trends to support business decisions. Much of it comes from public web sources, such as ecommerce listings, search results, reviews and company websites, collected automatically and organized for analysis.
Is web scraping legal for market research?
Collecting publicly available data is generally lawful in many jurisdictions, but the rules depend on the country, the type of data and the website’s terms. Avoid personal data unless you have a lawful basis under laws such as GDPR, do not bypass logins, and respect copyright. Get legal advice for large or sensitive projects.
Scraping API vs data platform: which do you need?
A scraping API suits teams with developers who want to control which pages are collected and how the data is processed. A data platform suits teams that need more infrastructure, managed extraction or ready-made datasets, and it often requires less engineering work. Many organizations start with an API and move to a platform as volume grows.
Conclusion
The top market intelligence tools we covered above can help you turn the world’s online information into something you can actually use. With them, you can collect data faster, cleaner, and more reliably.
So, if you’re ready to make smarter business decisions and stay one step ahead of the competition, it’s time to pick a tool that fits your goals. Start gathering the important insights now!
If you want to feature your tool for market intelligence data collection on this list, email us or submit a form in the Top Choices section. After a thorough assessment, we’ll decide whether it’s a valuable addition.
