Best Data Extraction Tools - Page 31

How Many Data Extraction Tools Products Does G2 Track?

Total Products under this Category: 514

Category Stats (Nov 2026)

  • Average Rating: 4.59/5 (↑0.02 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Browserless (+9.81%) - Among all products in this category, Browserless recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Extraction Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 11,600+ Authentic Reviews
  • 514+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Extraction Tools

G2 Grid® for Data Extraction Tools plotting products by satisfaction and market presence

Highlighted products: Apify, Firecrawl, Fivetran, Oxylabs, Bright Data, IPRoyal, Boomi Data Integration, and Decodo (formerly Smartproxy).

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-extraction-tools/grids.json?focus%5B%5D=apify&focus%5B%5D=firecrawl&focus%5B%5D=fivetran&focus%5B%5D=oxylabs&focus%5B%5D=bright-data&focus%5B%5D=iproyal&focus%5B%5D=boomi-data-integration&focus%5B%5D=decodo-formerly-smartproxy)

Smart Parser

Smart Parser is an AI-powered document parsing and data extraction software that enables users to automatically convert unstructured documents into structured, machine-readable formats such as JSON, CSV or google sheets. It belongs to the document processing and automation category and is designed for businesses, developers, and organizations that handle large volumes of data in formats like PDFs, invoices, resumes, and financial statements. Developed by Developers 360 (SMC-Private) Limited, Smart Parser uses advanced large language models (LLMs) and AI-driven natural language understanding to interpret complex document layouts and extract key information with precision. It helps users reduce manual effort, improve workflow efficiency, and integrate clean, structured data into their systems for analysis, storage, or automation. The product supports both single-file and bulk processing, making it suitable for use cases ranging from HR and accounting to data analytics and compliance. Key features include: 1. AI-based extraction of text, tables, and entities from multiple document formats 2. Bulk upload and asynchronous processing for large-scale document handling 3. Secure and compliant cloud infrastructure for data privacy 4. Output in JSON, CSV, or XML formats for easy system integration 5. REST API for developers to automate document parsing within their applications Smart Parser is part of the DataGuru platform, which focuses on intelligent data automation and AI-driven document understanding. It continues to evolve toward advanced use cases such as AI-assisted document auditing, retrieval-augmented generation (RAG) systems, and multi-agent automation—providing a scalable foundation for businesses seeking reliable document intelligence solutions.

Who Is the Company Behind Smart Parser?

SmartProxy

SmartProxy is a big data IP solution provider, serving in the field of big data collection to help enterprises/individuals obtain data sources quickly and efficiently, and comprehensively solve problems such as difficult and slow customer collection.

Average Rating: 5.0/5.0

Total Reviews: 16

Who Is the Company Behind SmartProxy?

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 69% Small, 38% Medium

What Do G2 Reviewers Say About SmartProxy?

AI-generated summary from verified user reviews

Pros
  • Users praise the exceptional performance of SmartProxy for reliable data access and efficient market analysis.
  • Users value the exceptional reliability of SmartProxy, enjoying consistent performance for data collection and market analysis.
  • Users appreciate the exceptional success rate of SmartProxy, ensuring reliable performance for critical data-gathering tasks.
  • Users value the geo-targeting capabilities of SmartProxy, enhancing ad verification and compliance across multiple regions.
  • Users commend the exceptional stability of SmartProxy's residential IPs, crucial for reliable data harvesting and security audits.
Cons
  • Users often face dashboard issues like limited sub-user permissions and lack of detailed usage logs impacting functionality.
  • Users find SmartProxy's poor documentation challenging, particularly lacking in advanced guides and video tutorials for integrations.
  • Users express concerns about bandwidth-based pricing, finding it costly for heavy usage and seeking better tiered options.
  • Users note the limited bandwidth pricing model can be expensive during high data-mining tasks, affecting cost management.
  • Users find the limited features of SmartProxy lacking, particularly in API support and advanced integrations for financial tools.

What Are Recent G2 Reviews of SmartProxy?

Smart Scraper Studio

Smart Scraper Studio is a no-code AI web scraper that runs on your own computer (Windows, macOS, Linux). Paste a link and the AI finds the list, the categories and the data fields for you, then collects business names, websites, phones, addresses and emails into Excel/CSV. Product Scraper exports whole online shops (Shopify, WooCommerce and most stores) with prices, SKUs, stock and images, and marks price changes since the last run. Clean & Enrich finds missing websites and emails for your own Excel and checks every email. Runs on your own PC, so there is no per-row cost. Ready B2B lead lists by niche and country are also available, with a free 25-row sample.

Who Is the Company Behind Smart Scraper Studio?

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SnowcatCloud

The easiest, fastest, and most affordable way to run a production-ready Snowplow. SnowCatCloud is a hosted Snowplow solution for companies who do not have the technical resources to set up and manage Snowplow in a production environment. - Fully featured Snowplow - Cloud costs included - No data engineers necessary - Deliver event-level data to S3, Redshift, BigQuery, Snowflake, and ElasticSearch in real-time - No lock-in contracts, migrate to your own Snowplow anytime https://www.youtube.com/watch?v=Yx3Z733ElgI

Who Is the Company Behind SnowcatCloud?

Socleads

SocLeads is software that scrapes unlimited emails and phones from Google Maps, Facebook, Instagram and Linkedin by keywords and hashtags SocLeads lets you search for leads based on your keywords and hashtags, and gives you their emails and phone numbers in seconds. You can reach out to them with personalized messages and offers, and turn them into loyal fans. But don’t take our word for it. Try SocLeads for free today and get 50 leads without any obligation. You’ll be amazed by how much SocLeads can boost your sales and growth.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Socleads?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Socleads?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Socleads?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the quick and simple lead generation from various platforms, enhancing their outreach efficiency.
  • Users appreciate the simplicity and speed of Socleads for finding qualified leads across various platforms.
Cons
  • Users face lead management issues as they do not receive names when scraping leads from Facebook.

What Are Recent G2 Reviews of Socleads?

Softaken Outlook PST Extractor

Softaken Outlook PST Extractor is a specialized tool developed to extract items from Outlook PST files quickly and accurately. The software allows users to extract attachments, email addresses, contacts, and calendar entries from PST files without any data loss. The software can support both ANSI and Unicode PST files. Users can easily extract all email attachments from selected folders and save them to a desired location. It also provides an option to collect email addresses from emails, making it convenient to build contact lists for personal or business use. In addition, the tool extracts Outlook contacts and calendars and saves them into VCF, ICS and MSG. It offers a clean and user-friendly interface that both beginners and experienced users can efficiently use. No Outlook or any external application installation is needed to use this software. It also enables users to choose the desired path for storing the extracted items at the chosen path. Additionally, the PST Extractor works flawlessly in all editions of Windows OS.

Who Is the Company Behind Softaken Outlook PST Extractor?

SoLeads.ai

✅Batch Export in Minutes No manual work required - IG Follower Export Tool quickly extracts followers and following lists from any public Instagram account, including emails, phone numbers, and more. ✅Rich Data Fields Capture emails, phone numbers, bios, usernames, and more (when publicly available) ✅CSV Download Ready Clean, structured data that’s ready for CRM, email outreach, or analysis ✅Anonymous & Secure No login required. Your activity stays private and safe ✅Unlimited Usage No strict limits on exports, making it ideal for scaling lead generation ✅User-Friendly Interface No technical skills needed - simple workflow from input to download

Who Is the Company Behind SoLeads.ai?

SortSpoke

SortSpoke helps your team focus on higher value work and spend less time on manual data entry.

Who Is the Company Behind SortSpoke?

  • Seller: Mocsy
  • Year Founded: 2017
  • HQ Location: Toronto, CA
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

SpecStream

SpecStream is the live web data engine for teams and agents. Ask for the list no one sells, in your own words: every roofer in Columbus rated 4.5 or better with fewer than 20 reviews; every food bank in Texas, with its revenue; every critical vulnerability published this month, with its fix; every company that filed with the SEC to raise $5M or more this week. You get all of it, up to 10,000 results, including the small, local and new ones a database never held. SpecStream finds them where they live: government systems, registries, maps, directories, job boards, research indexes and each result's own website, down to PDFs and scans. Every row is ready to act on. Open any one to see why it's there: a one-line reason and the page behind each fact. What it couldn't confirm sits apart, free. You see the price before anything runs and pay only for the matches: 10¢, 30¢ or $1 each. A search that finds nothing is free. Save a request and new matches come to you on a schedule, with every change labeled. Send results to Google Sheets, Excel, Notion, Airtable, HubSpot, Salesforce or Slack. Your agent gets the same engine over MCP or the API. Start with $10 of work free, no card.

Who Is the Company Behind SpecStream?

Sphider

Sphider is a popular open-source web spider and search engine. It includes an automated crawler, which can follow links found on a site, and an indexer which builds an index of all the search terms found in the pages. It is written in PHP and uses MySQL as its back end database (requires version 4 or above for both).

Who Is the Company Behind Sphider?

StatementBridge

StatementBridge is file conversion software that transforms transaction data from sources like American Express, PayPal, Stripe, and banks into formats compatible with accounting systems. The platform supports over nine file types, including CSV, Excel, PDF, OFX, and DATEV, enabling conversion to formats such as MT940 and CAMT.053. Users upload transaction files, which the system automatically recognizes and displays as extracted data in an editable table for review. The software includes automatic detection of transaction dates and currencies, AI-powered PDF extraction for scanned documents, and foreign currency handling with accurate currency codes. Once verified, users select their target format and download files ready for import into accounting platforms. StatementBridge processes files on encrypted EU-based servers and deletes files after conversion is complete.

Who Is the Company Behind StatementBridge?

StatementConvert.ai

StatementConvert.ai converts PDF bank and credit-card statements into clean Excel, CSV, JSON or XML files for bookkeeping, accounting and reconciliation work. AI reads each statement page, and the result is checked against the balances and totals printed on the statement, with a clear note on whether they matched. Users preview every transaction before downloading, so the data can be checked before it goes into a client file or accounting software. Built for accountants, bookkeepers and small businesses: consistent date, description, amount and balance columns ready to import into tools such as QuickBooks or Xero (via CSV), up to 12 statements in one upload on paid plans, and a report of recurring charges found in the statements. Statements are processed in memory and never stored by us. No bank login is needed, just the PDF. Free for up to 5 pages a month; paid plans from $7.99/month.

Who Is the Company Behind StatementConvert.ai?

StatementFlow

StatementFlow converts bank statement PDFs into structured CSV and XLSX files without requiring a bank connection. Users upload a PDF, review the extracted transactions, correct any fields when needed, and export spreadsheet-ready data. Scanned PDF statements can be processed using OCR, and lower-confidence results are flagged for review before export. StatementFlow is browser-based and designed for bookkeepers, accountants, analysts, small businesses, and anyone who needs bank statement data in a spreadsheet. A free plan includes up to 5 pages lifetime, while StatementFlow Lite costs $29/month and includes up to 100 pages per active billing period.

Who Is the Company Behind StatementFlow?

StatementToBooks

StatementToBooks converts text-based PDF bank statements into downloadable Excel and CSV tables for bookkeeping handoff and QuickBooks import. Each successful row includes date, description, amount, the running balance when the statement prints one, and the source page so you can check against the PDF. The free plan needs no card: daily and monthly page quotas apply; bulk conversion processes each PDF independently. Paid Starter and Business plans are listed on the site. What it does not do: OCR for scanned statements, reconcile or verify balances, categorize transactions, or connect/import into QuickBooks on your behalf. Failed conversions return a clear error and do not consume quota.

Who Is the Company Behind StatementToBooks?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026