Page 3 | Best Web Scraping Tools for Startups - May 2025 Reviews & Comparison

Proxycurl

Proxycurl offers APIs that enrich people and company profiles globally with structured data. We offer tons of data points pulled live from our APIs & dataset, all of which are legally compliant to CCPA, GDPR, high accuracy, and more. Our APIs draw primarily from LinkedIn and some other sources, and return all kinds of data such as people data, company, contact & jobs data. Check out our docs for detailed information. Our LinkDB is an exhaustive dataset of publicly accessible LinkedIn members and companies. It contains more than 401M people and companies profiles from many countries.

Starting Price: $10/user

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SerpApi

Leverage our infrastructure (IPs across the globe, full browser cluster, and CAPTCHA solving technology), and exploit our structured SERP data in the way you want. In addition, each API request runs in a full browser, and we'll even solve all CAPTCHAs. Mimicking completely what a human will do. This guarantees that you get what users truly see. Serp Api uses Google’s geolocated, encrypted params and routes your request through the proxy server nearest to your desired location to ensure accuracy. Lots of structured data is available for each result, including links, addresses, tweets, prices, thumbnails, ratings, reviews, rich snippets, and more.

Starting Price: $50 per month

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SERPRiver

SERPRiver is a SERP scraper for Google, Bing, and Yandex. It allows sending queries and parsing JSON responses in real time. Our tool can be used to check SEO rankings and search the internet or specific websites. Search engine scraping is quite a common need among web developers. This task can be simplified significantly with a comprehensive search API for Google, Bing, or Yandex. Truth be told, scraping search results is a rather challenging process. It includes solving CAPTCHAs, finding suitable proxy servers, and identifying a reliable and consistent method to parse the constantly changing search results. SERPRiver is the perfect solution to all these problems. Our API offers the infrastructure required to process any number of search engine queries. It supports Google, Bing, and Yandex. The search results are displayed in an easy-to-use JSON format. Our API provides all the available search results elements existing nowadays. Data is received in real-time.

Starting Price: $2 per 1000 requests

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ScrapingBypass

ScrapingBypass Web Scraping API can bypass all anti-bot detection, Bypass Cloudflare, CAPTCHA verification, WAF, and CC protection. Provides HTTP API and Proxy with a built-in global exclusive high hidden static residential proxy IP. Includes interface address, request parameters, return processing. Also allows setting of Referrer, browser UA, headless status, and other browser fingerprint device features. Support: Python, Curl, Java, NodeJS Bypass CAPTCHA Verification Code Available to CAPTCHA, GeeTest and other verification codes Bypass Cloudflare Verification Bypass Cloudflare anti-bot scraping shield WAF, CC protection Unlimited Data Scraping Built-in one-stop global exclusive high hidden static proxy IP

Starting Price: $5.9/3 days

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Isomeric

Isomeric is an API service that—using advanced AI—transforms unstructured website text into structured JSON. Replace your entire scraper stack with a single API call. Get 200 credits for free on sign up, no credit card required! Purchase more credits from $149 per 10k credits. 1 credit - 1 API call. Reach out to us if you have any questions, requests or doubts!

Starting Price: $149

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Browserbear

Drag and drop to create powerful browser automation that can be scheduled or triggered by events. With our easy-to-use task builder you'll be creating browser automation in no time. From browser interactions like clicking and scrolling, to capturing specific data on the page, Browserbear provides ultimate flexibility. Simply add/remove steps and set your task to run on an automated schedule, or trigger with our integrations. Create any kind of browser automation by combining 30+ different actions into custom tasks. Scrub, split, clean, and trim extracted data to get the precise output you need for your use case. Run as many concurrent tasks as you like, Browserbear runs on serverless architecture. Easily debug tasks with helpful video replays showing your task running in the cloud. Ping your app immediately when Browserbear completes a task to get the latest data.

Starting Price: $49 per month

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Simplescraper

A web scraper that's fast, free and simple to use. Scrape website data and table data in seconds. Simplescraper is designed to be the most simple and most powerful web scraper you've ever used. Run locally in your browser (no need to sign up) or create automated scraping recipes that can scrape thousands of web pages and turn them into APIs. One-click scraping directly into Google Sheets, Airtable, Zapier, Integromat and more.

Starting Price: $35 per month

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Lobstr.io

Lobstr

Get the data you need. Lobstr is a web scraping software that offers ready-made no-code solution to collect data from websites. Users can extract information from sources like social media, e-commerce sites, and search engines. Best no-code scrapers are: * Google Maps Search Export * Sales Navigator Leads Scraper * SeLoger Search Export * Twitter User Tweets Export etc. Key features include scheduled automation, multi-threading for scalability, and one-click synchronization to collect data behind login walls. The software exports scraped data to spreadsheets or external databases. Lobstr also provides developer APIs in various programming languages.

Starting Price: €50/month

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Webtap

Our end-to-end automated web crawlers are powered by natural language. Specify your data request using natural language using crawlers that support dozens of different websites out of the box. Webtap automatically solves captchas, identifies and transforms the data, and constantly adapts to any website changes. Receive the data in any format with our powerful CSV exporter and API. We're bringing the power of generative AI to web scraping to make getting the data you need as easy as describing it. We offer tailored support for scraping 100 websites. Additionally, our universal scraper, powered by AI, supports most public websites and is currently in beta. Credits for our AI web scraper can be purchased through our online portal, available in various packages to meet your scraping needs. Our AI web scraper imposes no daily scraping limits, provided you have sufficient credits. Our AI-powered web scraping tool is designed to maximize data quality and accuracy.

Starting Price: $19.99 per month

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Scraping Pros

Scraping Pros' web scraping services cater to a wide range of industries and solutions. We put the customer at the center of our solutions, and through custom web scraping we ensure the accurate and reliable data extraction from any website, regardless of its volume or complexity. Our main services are: -Managed web scraping: We handle it all for you, end-to-end. -Custom web scraping API: Monitor any website and extract it's data without furhter complications. -Data cleaning services: We audit and clean your existing or new data for reliable decision-making. Our dedicated support stands out from the competition. With us, you will always be talking with one of our customer support experts, ready to assist you with your project or doubts.

Starting Price: $450/month

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AgentQL

Forget fragile XPath or DOM selectors. AI-powered AgentQL finds elements reliably, even as websites change. Use natural language to find exact elements. Locates web elements by their meaning. Use natural language description instead of fragile XPath and DOM selectors. Get the results in exactly the shape you need. Built to be deterministic in the best way possible. Get started by installing our Chrome extension, your gateway to a seamless web scraping experience. Extract data from websites with ease. Secure your access with a unique API key, your gateway to utilizing the powerful features of AgentQL, ensuring a secure experience across your apps. Dive into the capabilities of AgentQL by writing your first query, a simple way to specify what data or web elements you want to extract from a website. Explore the power of AgentQL SDK to start automating. Quickly gather essential data, boosting analytics and insights.

Starting Price: $99 per month

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Maps Scraper AI

Get local leads with the power of AI. AI-driven strategies such as generating local B2B leads from maps can be beneficial for businesses that want to target specific geographic regions. Scraping Maps data has many benefits, including lead generation, research and data science, monitoring competition, and obtaining business contact details. It can help businesses understand customer needs, research competitors, and develop new strategies. Unique ability to extract email addresses associated with listed companies, which are not typically displayed on Maps. Batch search capability to search for multiple keywords simultaneously, streamlining the process. Lightning-fast results and time savings by providing instant, accurate insights without the need to build and test a custom web scraping tool. Mimics real user behavior using Chrome, reducing the risk of being blocked by Maps. Allows data extraction from Maps without writing any code.

Starting Price: $9.99 per month

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Nimbleway

Nimble is building a world where businesses can easily create AI & BI applications using real-time public web data to make better decisions, solve problems, and enhance their operations. Nimble’s novel AI agents harness LLM technology trained on HTML to deliver unrivaled data accuracy. Extract key insights from a holistic, online map of your entire industry. Ground your strategic decisions in accurate, hypergranular data you can trust. Connect your dashboards, chatbots & alerting systems to live web data. Monitor, get notified, and react to real-time competitor moves. Empower your team with live public data inside your B2B apps. Break free from limited & rigid datasets; meet Nimble Online Pipelines. Discover market trends, monitor competitor pricing, and optimize product displays with Nimble. Learn what customers love through sentiment analysis and transform your retail strategy with real-time structured data from major online retailers and any online shop.

Starting Price: $5.3 per GB

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TweetScraper

Scrape emails from your target audience on X (Twitter). Find emails from any audience or niche on X to build highly targeted lead lists that get more replies. From your competitors to the top influencers in your niche you can easily scrape any audience on Twitter for emails.

Starting Price: $49/month

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Stabler.tech

Stabler.tech is a universal, low-code web scraping platform that enables users to extract data from any public website efficiently. Its intuitive interface allows for the scraping of JavaScript-heavy and server-rendered sites, complemented by integrated anti-bot bypass technology to navigate complex web protections. Supporting seamless integration with various proxy providers and data destinations like Google Sheets, MongoDB, and cloud storage services, Stabler.tech offers a scalable solution for businesses and individuals seeking reliable data extraction capabilities.

Starting Price: €125/month

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Hyperbrowser

Hyperbrowser is a platform for running and scaling headless browsers in secure, isolated containers, built for web automation and AI-driven use cases. It enables users to automate tasks like web scraping, testing, and form filling, and to scrape and structure web data at scale for analysis and insights. Hyperbrowser integrates with AI agents to facilitate browsing, data collection, and interaction with web applications. It offers features such as automatic captcha solving to streamline automation workflows, stealth mode to bypass bot detection, and session management with logging, debugging, and secure resource isolation. The platform supports over 10,000 concurrent browsers with sub-millisecond latency, ensuring scalable and reliable browsing with a 99.9% uptime guarantee. Hyperbrowser is compatible with various tech stacks, including Python and Node.js, and provides both synchronous and asynchronous clients for seamless integration.

Starting Price: $30 per month

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OneQuery

OneQuery is a platform designed to provide structured answers to complex questions without the need for manual research or setting up web scrapers. It addresses challenges such as efficient, asynchronous information processing, and multi-source intelligence gathering, and eliminates the need for manual browsing through its API-first design. The platform is suitable for various use cases, including job market intelligence, sports scores, local event tracking, and product availability monitoring. Technically, OneQuery offers JSON-first responses, a robust job queuing system, scalable architecture, and privacy-preserving features. Developers can sign up to obtain an API key and join over 500 others leveraging OneQuery's capabilities.

Starting Price: Free

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Crawl4AI

Crawl4AI is an open source web crawler and scraper designed for large language models, AI agents, and data pipelines. It generates clean Markdown suitable for retrieval-augmented generation (RAG) pipelines or direct ingestion into LLMs, performs structured extraction using CSS, XPath, or LLM-based methods, and offers advanced browser control with features like hooks, proxies, stealth modes, and session reuse. The platform emphasizes high performance through parallel crawling and chunk-based extraction, aiming for real-time applications. Crawl4AI is fully open source, providing free access without forced API keys or paywalls, and is highly configurable to meet diverse data extraction needs. Its core philosophies include democratizing data by being free to use, transparent, and configurable, and being LLM-friendly by providing minimally processed, well-structured text, images, and metadata for easy consumption by AI models.

Starting Price: Free

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ScrapFly

Scrapfly offers a suite of APIs designed to streamline web data collection for developers. Their web scraping API enables efficient extraction of web pages, handling challenges like anti-scraping measures and JavaScript rendering. The Extraction API utilizes AI and large language models to parse documents and extract structured data, while the screenshot API allows for capturing high-quality visuals of web pages. These tools are built to scale, ensuring reliability and performance as data needs grow. Scrapfly also provides comprehensive documentation, SDKs in Python and TypeScript, and integrations with platforms like Zapier and Make to facilitate seamless integration into various workflows.

Starting Price: $30 per month

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Extracto.bot

Extracto.bot is a no-configuration, intelligent web scraper that utilizes AI to automatically collect data from any website. By integrating with Google Sheets, it allows users to seamlessly extract and organize web data without the need for complex setups. As a Chrome Extension, Extracto.bot enables instant data collection directly into Google Sheets, streamlining the web scraping process for users seeking efficient data extraction solutions. Enter the fields you want to collect as columns in Google Sheets, go to the website, and click “extract.” Extracto.bot is built around the world's most powerful spreadsheeting and organization app. Enjoy the benefits of the Google Drive ecosystem. Extracto.bot is built with hundreds of smart, time-saving features designed to save you time, energy, and mental overhead. Instantly collect relevant sales prospecting data from LinkedIn, Facebook, or directly on company websites.

Starting Price: $8 per month

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FlowScraper

FlowScraper is a powerful web scraping tool designed to simplify data collection for users of all skill levels, with no coding required. Its intuitive FlowBuilder allows users to automate websites and extract data effortlessly. The platform offers customizable AI actions and automatic anti-bot protection to ensure efficient and flexible web automation. FlowScraper operates on a token-based usage system, scalable for small to large jobs, and includes features like an intuitive flow builder and automatic anti-bot protection. Pricing plans range from a free tier with 100 tokens to a lifetime access plan offering unlimited tokens, customizable AI actions, priority customer support, and encrypted credentials. The platform also includes a Cron feature that allows users to schedule scraping jobs to run automatically at specified intervals, ensuring data stays up-to-date without manual intervention. FlowScraper is designed to save users hours of repetitive coding.

Starting Price: $10 per month

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UseScraper

UseScraper is a powerful web crawler and scraper API designed for speed and efficiency. By entering any website URL, users can retrieve page content in seconds. For those needing comprehensive data extraction, the Crawler can fetch sitemaps or perform link crawling, processing thousands of pages per minute using the auto-scaling infrastructure. The platform supports output in plain text, HTML, or Markdown formats, catering to various data processing needs. Utilizing a real Chrome browser with JavaScript rendering, UseScraper ensures the successful processing of even the most complex web pages. Features include multi-site crawling, exclusion of specific URLs or site elements, webhook updates for crawl job status, and a data store accessible via API. The service offers a pay-as-you-go plan with 10 concurrent jobs and a rate of $1 per 1,000 web pages, as well as a Pro plan for $99 per month, which includes advanced proxies, unlimited concurrent jobs, and priority support.

Starting Price: $99 per month

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Spylead

Spylead is a premier Google Maps email and data scraper designed to streamline the process of extracting business information. With Spylead, users can input a keyword to target local businesses in any location, from regions to specific neighborhoods. Spylead's Chrome extension allows for quick setup and bulk scraping, operating in the background without the need to keep the Google Maps tab open. Once the scraping is complete, users can access the data in their dashboard at any time, which includes business emails, names, phone numbers, addresses, categories, locations, technology lookups, reviews, average ratings, social media links, and website URLs. Additionally, Spylead enables users to apply conditional filters and download the data in CSV format, ensuring efficient management and verification of email deliverability for campaigns.

Starting Price: $19 per month

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InstaScraper

InstaScraper is a tool designed to extract emails from Instagram, enabling users to build highly targeted lead lists for effective cold outreach. Users can scrape emails from various sources on Instagram, including followers, following lists, post comments, and custom lists, facilitating the collection of verified email addresses from specific audiences or competitors. The process involves selecting a target user, initiating the scraping of desired data (such as followers or comments), and receiving a verified email list ready for integration into email marketing campaigns. InstaScraper ensures higher deliverability, increased open rates, and improved sales outcomes by providing verified emails, which can be seamlessly imported into any email-sending tool or advertising platform.

Starting Price: $49 per month

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Easy Scraper

Easy Scraper is a user-friendly Chrome extension that enables one-click web scraping without the need for coding. It allows users to extract data from any website effortlessly, making it ideal for tasks such as lead generation, market research, and content aggregation. It supports scraping both list and detail pages, handling JavaScript-rendered content, and exporting data in CSV or JSON formats. All operations are performed locally on the user's browser, ensuring data privacy and security. Easy Scraper is currently free to use, as the developer is focusing on other projects and has not yet introduced paid plans.

Starting Price: Free

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Mozenda

Mozenda is a powerful data extraction software that enables businesses to collect data from various sources and transform them into wisdom and action. The platform automatically identifies lists of data, captures name-value pair lists, captures data from complex table structures, and more. It also offers a large suite of features such as error handling, scheduling and notifications, publishing and exporting, premium harvesting, and history tracking.

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Diggernaut

Diggernaut is a cloud-based service for web scraping, data extraction, and other ETL (Extract, Transform, Load) tasks. If you are a reseller of goods and your supplier does not let you have their data in a suitable format, such as Excel or CSV, you are forced to retrieve data from their website manually. All you need to do is to create a digger, a tiny robot that can do web scraping on your behalf and extract data from websites for you, normalize it and save data to the cloud. Once it’s done, you can download it in CSV, XLS, JSON format or even retrieve it using our Rest API. Product prices and other related information, reviews and ratings from retailer sites. Different types of events happen in different locations of the world. News and headlines from different news agencies' websites. Different government data and reports (police, sheriff, fire depts.). Even obtain court-related documents.

Starting Price: $9.99 per month

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Data Toolbar

DataTool

The Data Toolbar is an intuitive web scraping tool that automates web data extraction process for your browser. Simply point to the data fields you want to collect and the tool does the rest for you. Data Tool is designed for everyday business users and requires no technical skill. Within minutes you will be extracting thousands of data records from your favourite free or subscription web sites. Web scraping is the process of extracting relational data from web pages and converting the unstructured text into a table style format that can be loaded into a spreadsheet or a database. Web data generated from a database can be easily extracted into an Excel file. Web Queries are an easy but limited way of importing web data into Microsoft Excel from the Web. Learn how a web data extraction software can overcome the limitations of Web Queries and bring valuable web content into a spreadsheet.

Starting Price: $24 one-time payment

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ParseHub

ParseHub is a free and powerful web scraping tool. With our advanced web scraper, extracting data is as easy as clicking on the data you need. Trying to get data from complex and laggy sites? No worries! Collect and store data from any JavaScript and AJAX page. Easily instruct ParseHub to search through forms, open drop downs, login to websites, click on maps and handle sites with infinite scroll, tabs and pop-ups to scrape your data. Open a website of your choice and start clicking on the data you want to extract. It's that easy! Scrape your data with no code at all. Our machine learning relationship engine does the magic for you. We screen the page and understand the hierarchy of elements. You'll see the data pulled in seconds. Get data from millions of web pages. Enter thousands of links and keywords that ParseHub will automatically search through. Stay focused on your product and leave the infrastructure maintenance to us.

Starting Price: $79 per month

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Zyte

Hi, we’re Zyte (formerly Scrapinghub)! We are the leader in web data extraction technology and services. We’re obsessed with data. And what it can do for businesses. We help thousands of companies and millions of developers to get their hands on clean, accurate data. Quickly, reliably and at scale. Every day, for more than a decade. From price intelligence, news and media, job listings and entertainment trends, brand monitoring, and more, our customers rely on us to obtain dependable data from over 13 billion web pages each month. We led the way with open source projects like Scrapy, products like our Smart Proxy Manager (formerly Crawlera), and our end-to-end data extraction services. Our fully remote team of nearly two hundred developers and extraction experts set out to remove the barriers to data and change the game.

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Best Web Scraping Tools for Startups - Page 3

Compare the Top Web Scraping Tools for Startups as of May 2025 - Page 3

Proxycurl

SerpApi

SERPRiver

ScrapingBypass

Isomeric

Browserbear

Simplescraper

Lobstr.io

Webtap

Scraping Pros

AgentQL

Maps Scraper AI

Nimbleway

TweetScraper

Stabler.tech

Hyperbrowser

OneQuery

Crawl4AI

ScrapFly

Extracto.bot

FlowScraper

UseScraper

Spylead

InstaScraper

Easy Scraper

Mozenda

Diggernaut

Data Toolbar

ParseHub

Zyte

Best Web Scraping Tools for Startups - Page 3

Compare the Top Web Scraping Tools for Startups as of May 2025 - Page 3

Proxycurl

SerpApi

SERPRiver

ScrapingBypass

Isomeric

Browserbear

Simplescraper

Lobstr.io

Webtap

Scraping Pros

AgentQL

Maps Scraper AI

Nimbleway

TweetScraper

Stabler.tech

Hyperbrowser

OneQuery

Crawl4AI

ScrapFly

Extracto.bot

FlowScraper

UseScraper

Spylead

InstaScraper

Easy Scraper

Mozenda

Diggernaut

Data Toolbar

ParseHub

Zyte

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