17.6
Amazon Textract AnalyzeExpense extracts financial information from invoices and receipts for use in downstream applications.
Free planWebAPISelf-hosted
Best Data Mining and Extraction Software in 2026
Data mining and extraction software collects information from documents, websites and other sources, then helps turn it into usable data. This category includes visual tools, developer libraries, cloud APIs and self-hosted options. Compare extraction sources, no-code workflows, JavaScript rendering, scheduled extraction, API access and built-in data-mining features. If you plan to use a Xiaomi, Redmi or POCO phone…
27.5
Weka is open-source machine learning software released under the GNU General Public License.
Free planOpen sourceAPILinuxmacOS
37.4
Veryfi API turns documents into structured data using RESTful APIs and SDKs that output JSON.
Free planAndroidiOSWeb
- 4
KNIME Analytics Platform
KNIME Analytics Platform is a free, open-source application from KNIME Analytics Platform, founded in 2006 and headquartered in Zurich, Switzerland.
Free planLinuxmacOSWindows7.1From $19 a month - 5
Diffbot
Diffbot uses AI models to turn unstructured web content into linked knowledge.
Free planWebAPISelf-hosted6.9From $299 a month - 6
Nanonets Approval Routing Agent
Nanonets Approval Routing Agent automates invoice approval decisions from a policy you define.
Free planWebAPISelf-hosted6.9Free plan - 7
Octoparse
Free planAPImacOSWindows6.9From $69 a month - 8
Zyte API
Free planWebAPI6.9From $100 a month - 9
6.8From $19 a month - 10
Azure AI Speech
Free planWebAPISelf-hosted6.7Free plan - 11
6.5From $33 a month - 12
Mindee Invoice OCR
WebAPI6.5From $44 a month - 13
Agenty
Agenty is a SaaS tool for eCommerce retailers and brands tracking competitor prices across marketplaces and websites.
WebAPIExtension6.4From $29 a month - 14
ABBYY Vantage
ABBYY Vantage is a paid, enterprise intelligent document processing platform for automating document capture and data extraction.
WebAPISelf-hosted6.3 - 15
Apify
Free planWeb6.3$19 usage-based - 16
Orange Data Mining
Orange Data Mining is free, open-source software for machine learning, data mining, and data visualization.
Free planLinuxmacOSWindows6.3Free plan - 17
Klippa Invoice Processing (now Doxis SpendControl)
AndroidiOSWeb6.1From €95 a month - 18
ScraperAPI
Free planWeb6.1Free plan - 19
Google Cloud Document AI Invoice Parser
Google Cloud Document AI Invoice Parser converts invoices into structured fields through OCR and entity extraction.
WebAPI6.0$0.10 one-time - 20
ParseHub
Free planWebmacOSWindows5.8Free plan - 21
IBM SPSS Modeler
macOSWindows5.6From $529 a month - 22
Import.io Aperture
WebAPI5.5 - 235.4From $49 a month
- 24
Altair AI Studio
LinuxmacOSWindows5.0 - 25
Crawlee
LinuxmacOSWindows4.8
Choosing well
Match the extraction source
Start with the source you need to process, such as web pages, documents or invoices. Product pages describe different extraction sources, so confirm that the input you have is supported.
Document-focused services include ABBYY Vantage, Amazon Textract AnalyzeExpense and Google Cloud Document AI Invoice Parser. Web extraction options include Apify, Crawlee, Diffbot and Bright Data Scraper APIs.
Choose no-code or code
No-code workflows can suit visual data collection and repeatable tasks without writing a scraper. A developer library or API gives you a code-first route when you need to build extraction into another service.
Check whether the product exposes API access, and whether its workflow tools fit the way you plan to collect and transform data.
Check rendering and schedules
JavaScript rendering matters for pages that fill in content after loading. Scheduled extraction is useful when a source must be checked on a recurring timetable.
Compare these capabilities directly, because they are separate fields in this category rather than assumptions about a product.
Review cost and licence
Look for a real free plan or a free trial if you want to evaluate a workflow before paying. Paid entry points range from usage pricing to monthly plans, and some products list pricing on request.
If you need to read or change the code, check the software licence and whether the project is open source.
Pick a workable platform
The listed products run across web, API, Windows, macOS, self-hosted and Linux environments. Choose the deployment style that fits your team and data handling needs.
For phone or tablet use, verify Android availability separately. A web or API option may be the relevant access route when no Android app is listed.
Questions people ask
What does data mining and extraction software do?
It collects information from sources such as documents or websites and turns that information into structured data for later use.
Can I use these tools on an Android phone?
The listed platform facts cover web, API, Windows, macOS, self-hosted and Linux. Check the product page for an Android app before relying on phone access.
Is a free plan available?
A free plan is offered by products in this category, while other products use paid pricing or list a free trial. Check the individual pricing details.
Do extraction tools support JavaScript pages?
JavaScript rendering is a comparison field for this category. Confirm that the product you choose supports the pages you need to process.
Can extraction run on a schedule?
Scheduled extraction is a comparison field here. Review the product details to confirm recurring runs and the workflow controls provided.
Are open-source options available?
Open-source code is offered by products in this category. Check the project licence and deployment requirements before adopting one.