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Best Data Extraction Software

If your business works on data, you might want the help of data extraction tools. If you are looking for one of the best, check out this Goodfirms prepared list of some of the best Data Extraction Software to take care of your data related services. As people go digital more and more, it becomes ironically hard to collect data, as not all data is well structured, and on a singular platform. With the help of data extractor software businesses can garner relevant data, structure it for data processing, and aide you for generating leads. For such service seekers, the below-listed data extraction platforms are well-researched and provided with details and reviews:

Goodfirms conducts a thorough review and verification process before including any company in the listings. Some listings may involve fees. [How Goodfirms ensures trust]
Rankings updated: Sep 22, 2026
160 Software

List of Data Extractor Software Solutions | Top Data Extraction Tools

  • MailConverterTools MBOX File Converter

    The MailConverterTools MBOX File Converter is designed to simplify email conversion and migration. It converts MBOX files into different formats like PST, EML, PDF, and MSG, while also supporting direct export to cloud platforms like Gmail, Yahoo, and Office 365. With an easy-to-use interface, bulk file support, and advanced filters, it provides accurate results and saves time, making it perfect ... read more about MailConverterTools MBOX File Converter

    Entry Level Price
    $49 Per Year
    Free Trial
    30 Days
    Pricing Type
    Usage Based
    100% in Data Extraction Software
    Visit website

  • Aryson Database Converter Tool

    Aryson Database Converter Tool efficiently converts CSV, Access, DBF, and Excel files to formats like Excel, PDF, CSV, JSON, Access, XML, and SQL. It supports batch conversion, advanced filters, version selection, and CR+LF handling. The tool offers a user-friendly interface, preview panel, and secure conversion process. Compatible with all Windows versions, it provides 24/7 support.

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    100% in Data Extraction Software
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  • OST Converter to PST Tool

    Now users will get safe migration of OST file into multiple formats of: PST, EML, EMLX, MSG, HTML, MHTML, PDF, ICS, CSV, vCard, and Thunderbird. Solution assists you in getting an easy conversion of OST to PST with all data: emails, contacts, calendars, tasks etc. It migrates the OST file as a new PST file with two available simple modes: ... read more about OST Converter to PST Tool

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Per User
    100% in Data Extraction Software
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  • IPcook

    IPcook provides flexible IP rotation options, by request, time interval, or custom patterns, along with support for sticky sessions lasting up to 24 hours. This is ideal for extracting data from platforms requiring continuous interaction or login persistence. Combined with high-speed connections (global average response <0.5s) and compatibility with major scraping tools like Scrapy, Puppeteer, and Selenium, IPcook ensures efficient, ... read more about IPcook

    Entry Level Price
    $3.2 One-time
    Free Trial
    More than 30 days
    Pricing Type
    Usage Based
    40% in Data Extraction Software
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  • MatchX

    Businesses today struggle with incomplete, inconsistent, or unlinked data across systems which slows operations, analytics, and compliance. MatchX solves this with a powerful, enterprise-ready platform that automates data ingestion, AI-Based Profiling, cleaning, and matching. With robust support for structured datasets and unstructured documents (PDFs, images), real-time workflows, and a Validation Library of over 200+ prebuilt rules, MatchX empowers data stewards, ... read more about MatchX

    Entry Level Price
    Contact vendor
    Free Trial
    7 Days
    Pricing Type
    Contact Vendor
    0% in Data Extraction Software
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  • MailConverterTools PST File Converter

    MailConverterTools PST Converter is an advanced utility designed to simplify PST file management and migration. It enables users to convert Outlook PST files into 10+ formats, including MBOX, EML, PDF, MSG, HTML, and CSV, without any data loss. The software also supports direct export of PST data to multiple email clients like Office 365, Gmail, Yahoo Mail, AOL, and iCloud. ... read more about MailConverterTools PST File Converter

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    100% in Data Extraction Software
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  • MailConverterTools VCF to CSV Converter

    MailConverterTools VCF to CSV Converter is a professional tool designed to simplify contact management. It allows you to convert single or multiple vCard (.vcf) files into CSV, Excel, PDF, or PST formats effortlessly. Whether you’re switching devices, backing up contacts, or cleaning up your contact list, this tool ensures every detail—like names, emails, and phone numbers—is preserved. With options for ... read more about MailConverterTools VCF to CSV Converter

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    100% in Data Extraction Software
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  • Metorial

    Metorial is an open-source developer platform that enables seamless integration of 600+ services into AI agents through the Model Context Protocol (MCP). Built for developers working with LLMs and AI agents, Metorial provides production-ready Python and TypeScript SDKs that reduce integration complexity from weeks to minutes. The platform offers verified MCP servers, built-in OAuth handling, and three-click deployment capabilities. Developers ... read more about Metorial

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    10% in Data Extraction Software
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  • Google Map Data Extractor Software

    G- Buz #Data #Extractor is a tool that captures contact information such as business name, address, phone number,Email, zip code , Review information from Google- #Business.You can Add Multiple Keyword by Note Pad any keyword like restaurants, architects, hotels etc and in any location, city, state or country. Now you will be able to generate sales leads right from Google ... read more about Google Map Data Extractor Software

    Entry Level Price
    Contact vendor
    Free Trial
    7 Days
    Pricing Type
    Flat Rate
    0% in Data Extraction Software
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  • MailConverterTools PST to EML Converter Tool

    This PST to EML Converter Tool is designed for users who need to move email data from Microsoft Outlook into EML-supported email clients like Windows Live Mail. It allows adding one or multiple PST files and converts them along with their emails, attachments, and folder structure. The tool supports both ANSI and Unicode PST files and works with large mailbox ... read more about MailConverterTools PST to EML Converter Tool

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    100% in Data Extraction Software
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  • PIDtoExcel

    PIDtoExcel enables easy digitisation of Piping and Instrumentation Diagrams (P&IDs) into structured data. While other competitors require long-term contracts or subscriptions with desktop applications, PIDtoExcel is an easy-to-use browser application with per-order pricing and human-verified output for 100% accuracy. Engineering, EPC, and Industrial AI companies can use PIDtoExcel to quickly convert P&IDs into line lists, equipment lists and instrument lists. ... read more about PIDtoExcel

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Usage Based
    80% in Data Extraction Software
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  • MailConverterTools EML Converter

    The MailConverterTools EML Converter Tool is a powerful and user-friendly solution designed to help you convert EML files into multiple formats such as PST, PDF, MBOX, HTML, MSG, and more. Whether you’re switching email clients, backing up emails, or sharing data in universal formats, this tool ensures smooth and accurate conversion without losing email formatting, attachments, or metadata. It supports ... read more about MailConverterTools EML Converter

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    50% in Data Extraction Software
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  • MailConverterTools MSG Converter Tool

    MailConverterTools MSG Converter is a powerful and reliable solution designed to convert Outlook MSG files into multiple file formats, including PST, PDF, EML, MBOX, HTML, and others. This tool enables users to perform bulk conversions without any data loss or file size limitations. It preserves all email attributes such as attachments, sender, recipient, and formatting during the process. Users can ... read more about MailConverterTools MSG Converter Tool

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    100% in Data Extraction Software
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  • Image Extraction

    Image Extraction emerges as a free, AI-driven sanctuary for individuals who need to liberate high-fidelity visuals from virtually any digital vessel — be it a file, webpage, or intricate document. Whether someone wrestles with PDFs, ZIP archives, URLs, slide decks, or layered design compositions, Image Extraction transforms what was once a tedious ritual into a swift, precise, and remarkably unburdened ... read more about Image Extraction

    Entry Level Price
    Free version
    Free Trial
    Available
    Pricing Type
    Free
    50% in Data Extraction Software
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  • AI Image to Text

    AI Image to Text is an online tool that instantly converts images, screenshots, and scanned documents into editable and searchable text. - Accurate OCR text extraction from images, screenshots, and scanned documents. - Supports multiple languages and handwriting recognition, with batch processing and formatting preservation. - Students can convert notes or textbook images into editable study materials. - Professionals can ... read more about AI Image to Text

    Entry Level Price
    Free version
    Free Trial
    Available
    Pricing Type
    Free
    25% in Data Extraction Software
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  • DATAVAPTE

    DataVapte (Patent Pending) is the brainchild of Innovapte, an SAP-focused services and product innovator, built to solve the most persistent enterprise challenges in SAP data migration and data governance. The platform is founded on the ETVL-R framework—Extract, Transform, Validate, Load, and Reconcile—providing a structured, end-to-end approach to managing SAP data across S/4HANA migrations, M&A integrations, regulatory programs, and steady-state operations. ... read more about DATAVAPTE

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Contact Vendor
    30% in Data Extraction Software
    Visit website

  • WebbyAcad Data Recovery Software

    WebbyAcad Data Recovery Software provides a high-performance solution for extracting lost, deleted, or inaccessible data from a variety of storage media. Whether you are dealing with accidental deletion, partition loss, or system crashes, our software is engineered to provide a deep and thorough extraction of your digital assets. Core Capabilities: Versatile Data Extraction: Supports recovery of images, videos, office documents, ... read more about WebbyAcad Data Recovery Software

    Entry Level Price
    $49 Per Year
    Free Trial
    More than 30 days
    Pricing Type
    Per User
    30% in Data Extraction Software
    Visit website

  • OST to PST Conversion Software

    OST to PST conversion softwae available at Vartika Software Pvt. Ltd. is an advanced solution for data conversion from OST to PST. It is the perfect software that allows migration of OST mailbox to multiple file formats. VSPL OST to PST Converter software supports all Outlook versions and good for OST data extraction without any data loss. VSPL professionals designed ... read more about OST to PST Conversion Software

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    100% in Data Extraction Software
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  • Aryson PST Viewer

    Aryson PST Viewer is a simple and reliable tool designed to open and view Outlook PST files without requiring Microsoft Outlook. It allows users to access emails, contacts, calendars, tasks, notes, and attachments with complete accuracy. The software supports both healthy and corrupted PST files and maintains the original folder structure and data integrity. With advanced preview modes and search ... read more about Aryson PST Viewer

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Usage Based
    50% in Data Extraction Software
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  • BreviSoft PST File Converter Tool

    The Data Extraction feature of BreviSoft PST File Converter allows users to efficiently extract emails, attachments, contacts, calendars, and other mailbox items from PST files. It maintains original folder hierarchy and preserves metadata such as To, From, Subject, and Date. The tool ensures accurate and secure extraction without data loss and supports selective extraction using filters like date range, sender, ... read more about BreviSoft PST File Converter Tool

    Entry Level Price
    Contact vendor
    Free Trial
    Available
    Pricing Type
    Contact Vendor
    10% in Data Extraction Software
    Visit website

  • DAN

    Designed for businesses that handle large volumes of documents, DAN automatically captures key information and delivers verified outputs in JSON or Excel, helping teams eliminate manual data entry, reduce processing errors, and speed up document workflows. With API access, webhooks, and optional human review, DAN fits easily into existing systems and gives businesses a reliable way to process documents at ... read more about DAN

    Entry Level Price
    Free version
    Free Trial
    Available
    Pricing Type
    Free
    20% in Data Extraction Software
    Visit website

  • Wire by Anakin

    Wire turns any website into managed APIs. Pre-built API actions for hundreds of popular websites: scrape, browse, extract structured data, and run automation tasks. Each action handles browser rendering, authentication, and structured data extraction. Jobs are processed asynchronously. Pick an API from our catalog, or request one and we'll build it for you. Replace fragile workarounds with clean API calls. ... read more about Wire by Anakin

    Entry Level Price
    $0 Per Month
    Free Trial
    Available
    Pricing Type
    Usage Based
    50% in Data Extraction Software
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  • DataLumio

    DataLumio streamlines data extraction by helping users capture and organize information from PDFs, spreadsheets, research documents, survey responses, and datasets. Using AI-powered processing, the platform identifies relevant content, structures information, and prepares it for analysis and reporting. This reduces manual effort while improving efficiency for researchers, analysts, students, and organizations that need to transform large volumes of data and documents ... read more about DataLumio

    Entry Level Price
    $5 One-time
    Free Trial
    7 Days
    Pricing Type
    Per User
    15% in Data Extraction Software
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  • BitRecover EML Converter

    BitRecover EML Converter is a comprehensive email conversion and migration tool that enables users to effortlessly convert EML files into a wide range of file formats and email services. Whether you need to migrate emails for backup, data management, compliance, or platform switching, the software provides a reliable and efficient solution. The tool supports bulk conversion of EML files while ... read more about BitRecover EML Converter

    Entry Level Price
    Contact vendor
    Free Trial
    Available
    Pricing Type
    Per User
    25% in Data Extraction Software
    Visit website

  • BLR OST to PST Converter

    BLR OST to PST Converter is a professional and user-friendly solution designed to convert Outlook OST files into PST format quickly and securely. Whether your OST file is orphaned, inaccessible, damaged, or associated with a deleted Exchange, Microsoft 365, or IMAP account, the software enables seamless recovery and conversion of mailbox data without data loss. The tool efficiently exports emails, ... read more about BLR OST to PST Converter

    Entry Level Price
    Contact vendor
    Free Trial
    Available
    Pricing Type
    Per User
    20% in Data Extraction Software
    Visit website

  • WholeClear vCard Duplicate Remover

    WholeClear vCard Duplicate Remover is a reliable tool that helps to clean duplicate contacts from VCF files with ease. It is made for users who want to maintain an organised contact list without spending time. The software can process both small and large VCF files and remove duplicate contacts. Users can load one or several VCF files at the same ... read more about WholeClear vCard Duplicate Remover

    Entry Level Price
    Contact vendor
    Free Trial
    More than 30 days
    Pricing Type
    Contact Vendor
    100% in Data Extraction Software
    Visit website

  • Softaken EML Attachment Extractor

    Softaken EML Attachment Extractor is a simple and trusted application that helps users extract attachments from EML files without using any email program. This tool makes the extraction process fast and easy and it allows users to work with multiple EML and EMLX files at the same time. It can also find duplicate attachments by comparing file name and file ... read more about Softaken EML Attachment Extractor

    Entry Level Price
    $49 One-time
    Free Trial
    More than 30 days
    Pricing Type
    Per User
    100% in Data Extraction Software
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  • Crawlora

    Crawlora is a hosted data-extraction platform for developers and data teams who need structured web data without owning the scraping stack. You call a documented REST endpoint and get normalized JSON back, across 578 endpoints covering search and SERP, maps and local listings, e-commerce and pricing, app stores, social, jobs, real estate, finance and prebuilt datasets. Extraction runs on managed ... read more about Crawlora

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Usage Based
    100% in Data Extraction Software
    Visit website

  • Live Map Leads

    Live Map Leads is a self-serve web app that builds lists of local businesses from Google Maps. You enter a business type and a location (or draw the area on a map), and it returns matching businesses with names, addresses, phone numbers, websites, ratings, review counts, categories, and Google Maps links. Results go beyond the first page, so you cover ... read more about Live Map Leads

    Entry Level Price
    Contact vendor
    Free Trial
    Available
    Pricing Type
    Usage Based
    20% in Data Extraction Software
    Visit website

  • AI Ark

    AI Ark extracts structured, ready to use B2B data from a database of 400M+ contacts and 70M+ companies. Pull contact and company records with 76+ data points, including job title, company, verified email, mobile number, industry, headcount, and more. Search by advanced filters, extract people across all of their active roles, and run keyword searches inside personal LinkedIn profiles segmented ... read more about AI Ark

    Entry Level Price
    $0 Per Month
    Free Trial
    Available
    Pricing Type
    Usage Based
    30% in Data Extraction Software
    Visit website

  • CypherEdge

    CypherEdge provides a dedicated automated data extraction engine built explicitly to parse unstructured or poorly formatted banking documents. The system allows users to execute bulk uploads of multiple bank statement attachments simultaneously, effortlessly processing varied formats from HDFC, ICICI, SBI, or regional cooperative banks. Operating 10x faster than traditional manual typing, the software pulls text at a rate of 1 ... read more about CypherEdge

    Entry Level Price
    Contact vendor
    Free Trial
    7 Days
    Pricing Type
    Contact Vendor
    20% in Data Extraction Software
    Visit website

  • CypherIQ

    CypherIQ organizes highly fragmented, non-standardized multi-bank statement profiles into an indexed database framework. It simplifies chaotic accounting text by automatically merging matching entity names, filtering duplicate entries, and standardizing diverse layouts across 50+ supported Indian banks and 105 format layouts. The software converts these disjointed PDF, Excel, and CSV files into clean, fully readable database tables. A major advantage for ... read more about CypherIQ

    Entry Level Price
    Contact vendor
    Free Trial
    7 Days
    Pricing Type
    Contact Vendor
    5% in Data Extraction Software
    Visit website

  • CypherTrace

    CypherTrace clears the friction of parsing messy, non-standardized financial documents by using a highly accurate text extraction pipeline. Designed specifically to parse disjointed layouts across more than 50 major banks, the engine operates at a speed of 1 page per second while maintaining a 98% extraction accuracy rate. It easily handles challenging formatting hurdles, including blurred scans, complex multi-column tables, ... read more about CypherTrace

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Contact Vendor
    5% in Data Extraction Software
    Visit website

  • OutSend

    OutSend is an all-in-one B2B lead generation platform that scrapes Google Maps to find and export business contacts at scale. Sales teams, marketing agencies, and B2B companies use OutSend to build targeted prospect lists in minutes. Key features: - Scrape thousands of leads from Google Maps in minutes - Filter and segment by category, location, and keyword - Export clean ... read more about OutSend

    Entry Level Price
    Free version
    Free Trial
    Available
    Pricing Type
    Free
    40% in Data Extraction Software
    Visit website

  • Mastros

    Mastros handles data extraction from two of the messaging platforms that are hardest to get data out of: WhatsApp and Telegram. Its Chrome extensions read the data you already have access to inside WhatsApp Web and Telegram Web, then extract it into structured files you can actually use. You can pull group members with names, numbers, and roles, the loaded ... read more about Mastros

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    100% in Data Extraction Software
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FeatureAPISCRAPY5.0Nintex Process Platform4.3PromptCloud4.7Octoparse5.0Diggernaut5.0ParseHub5.0Aryson OST to PST Converter5.0CTK Email Parser5.0
All features (11 features)
Data Cleansing
Disparate Data Collection
Document Extraction
Email Address Extraction
Image Extraction
Pricing Extraction
Schedule Extraction
Unstructured Data Extraction
Web Crawling
Web Scraping
AI Features
Total supportedout of 11 features9/116/1110/117/119/118/114/117/11
Full supportNot supported
Feature scores: supported = 1, not supported = 0

What the matrix tells you

Which Data Extraction Software products lead on features, and where the rest fall short.

Feature-count leaders

ParseForMe leads with 11 of 11 features supported.

  • ParseForMe11 / 11
  • PromptCloud10 / 11
  • Bright Data10 / 11
  • eSoftTools OST to PST Converter Software10 / 11
  • APISCRAPY9 / 11

Most features (6-10)

Solid all-rounders just behind the leaders - strong picks if a top choice does not fit your budget or stack.

  • Diggernaut9 / 11
  • Scrapingdog9 / 11
  • ScrapeStorm9 / 11
  • ParseHub8 / 11
  • Grepsr8 / 11

Watch-outs - missing table stakes

These products support the fewest features - confirm they cover your must-haves before shortlisting.

  • EntelliFusion1 / 11
  • Parsel2 / 11
  • Sherlock2 / 11
  • teX.ai2 / 11
  • ZEMA4 / 11

Related Feature Matrices

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