Docparser for Data Providers: Extract PDF Data Fast
Scrape data from PDF documents on scale. Docparser offers a powerful set of tools to convert semi-structured PDF documents into easy-to-handle structured data.
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PDF Documents Hold Massive Amounts Of Data
In today’s work environment, PDF documents are the go-to solution for exchanging business data. A pixel perfect representation on all devices makes PDF a great replacement for “paper” and it is widely used to exchange business documents, such as Invoices, Purchase Orders, Reports, Work Orders, Price Lists & Product Catalogs, etc. – internally as well as between trading partners.
While PDF documents are easily readable by humans, only a small percentage of them come with machine readable meta data. Accessing the massive amounts of text data stored in PDF documents and converting it to easy-to-handle structured data is a non-trivial task. Unlike other document formats (e.g. XML, HTML), the PDF standard does not provide any hiercharchical tags, which would ease extracting, structuring and understanding the data programatically.
Scrape PDF Documents Like You Would Scrape The Web
When it comes to extracting data from PDF documents, manually re-keying is often the default solution. Manual data entry is however tedious, error-prone and costly. Luckily, there are better ways of extracting data from PDF documents.

Docparser is a PDF scraper software that allows you to automatically pull data from recurring PDF documents on scale. Like web-scraping (collecting data by crawling the internet), scraping PDF documents is a powerful method to automatically convert semi-structured text documents into structured data.
EXCELLENT Based on 125 reviews Cristy J.2025-09-16Trustindex verifies that the original source of the review is Capterra. Docparser is the best! Pros: I love that it can handle 1000's of PDF documents and turn it into an Excel file that I can then load into my accounting software and analyze in minutes. Cons: I think paying for the setup is the way to go since its difficult to understand some of the parsing rules. It is more worth the money to pay for the setup intially. Diaz S.2025-09-16Trustindex verifies that the original source of the review is Capterra. Business Ready Solution Overall: As a product 8/10. I wouldn't complain too much because this service is what it says on the box and they're always improving. From AI Summaries to predefined common use templates, its well worth it. The biggest take away should be that DocParser is essentially production ready from the get-go. I recommend this Doc Parser as my first choice for anyone looking for a similar solution. Pros: - Good UI, easy to navigate and well structured. - Well Priced, while the addons can be a bit costly, it isn't so costly as to make the service restrictive. - Great for Quick POC and Deployment - Data Extraction: Well formatted and easy to work with. - Maintains Original document which is great, and auto deletes after 90days by default so you don't have to construct complicated policies. Very user friendly, got our account and APIs set up in a matter of hours and working in production nearly as short of a time. Cons: - Can be tricky to understand some of the more overly simplified steps/components. - UI Loading times after edit can be frustrating. - Would like to see more around security (or at least indicators) for document malware and fraud detection for documents. (eg. Bank Document Modified after originally created) - While While I have no real complaints about the UI I would like to see some improvent by way of a dashboard and smoother data viewer (add tables and what-not) Peter K.2025-09-15Trustindex verifies that the original source of the review is Capterra. Docparser saves us hours every month Overall: We use Docparser for parsing and extracting data from supplier PDF invoices, we process over 2,500 per month and using Docparser saves us hours every week. All data is extracted extremely accurately and ends up in a Google Sheet. Pros: Docparser is super easy to extract data from documents, their rule wizard is simple to use. It links up very easily with Zapier and PowerAutomate. They have good data retention and features like SSO and 2FA. Cons: To be honest I can't really think of anything. Thought for 10 minutes and still can't come up with anything. Mitchell D.2025-09-15Trustindex verifies that the original source of the review is Capterra. Easy and Automated Data Extraction Overall: I would recommend Docparser to any business looking to automate workflows from standard PDFs that they receive on a routine basis. It took us a couple of months to really get things tweaked, but the system runs in the background now and we are happy with the setup. Pros: Data extraction is easy and automated. We import PDFs directly into our order entry system. Through the use of emailing scripts and Docparser's webhooks, the processing is seamless. Cons: When PDFs change or are scanned at an angle the data gets off. That can be hard to catch and fix at order entry time. We look at each raw PDF and verify the data on the way in. We've just made it part of our practice Mike A.2025-09-15Trustindex verifies that the original source of the review is Capterra. It’s Thumbs Up Overall: It’s been a great tool for my organization and regularly pays for itself in the time and effort it saves our team. Pros: It just workers without a lot of figuring out. The customer support is also outstanding for the rare times I do have questions. Cons: The parsing rules take a little getting use to but I don’t know how they could be made to work any better. Katie H.2025-09-15Trustindex verifies that the original source of the review is Capterra. Worth it if you need document parsing Overall: I use it daily with my business - well its automation. Has saved hundreds of hours for me and my businesses. Pros: Security Data Extraction Document Extraction Data Management Dashboard and Visualization File Saving Cons: cost is somewhat high but we need this and have been using it for around 8 years. not sure if chatgbt is cheaper. Anthony R.2025-09-15Trustindex verifies that the original source of the review is Capterra. Docparser keeps it simple but packs a heavy punch Overall: Overall the experience has been extremely positive with us feeling that we have certainly achieved great value for money based on the features available, the ease of use and the built-in security. We would highly recommend Docparser to anyone looking to automate document extraction. Pros: The visual rule creator is fantastic allowing you to submit sample documents and then use them to locate the information you want to extract whilst creating the rules. It makes the learning curve of the product much easier than other products as you can see the results real-time. The dashboards allow you to quickly see how many documents have been processed and provides immediate access to the data stored within the Docparser system. Cons: Retention of data is limited on some of the plans and this means that you must ensure you have copies saved elsewhere before they are removed, however even on the lower plans the retention is still about 90 days. Anx P.2025-09-15Trustindex verifies that the original source of the review is Capterra. We love Docparser Overall: Great bit of software which has improved our operations and made us work faster and serve our customers better Pros: Easy to set up! use it every day and it is really smart and reliable. The few times I have needed support they have been amazing Cons: not much, be great if it is cheaper but other than that there is not much or anything to hate! The integrations are really useful and flexible. Carlo N.2025-09-15Trustindex verifies that the original source of the review is Capterra. Luckily you're here! Overall: I'm more than satisfied with the product. I adopted DocParser when I was supposed to build something similar with my team, and it allowed my business to accelerate significantly. Pros: I've found it very useful in several respects. What's been crucial for our business is the ability to create, within the same template, paths that create sub-rules, driven by slightly different aspects of the same document. Furthermore, the ability to easily transform the various steps step by step—just like with an ETL—is what makes the whole solution simple and effective. Last but not least, the ability to integrate everything easily with API calls and webhooks to external systems. Finally, costs are truly scalable, with credit plans available depending on workloads. Cons: There are sometimes performance issues in workflows and writing rules that require many steps... I suggest the work team take this aspect into account, because sometimes modifying rules is a bit complex... but over time I have seen that the situation has steadily improved, I trust in you! Robert T.2025-08-28Trustindex verifies that the original source of the review is Capterra. Reliable product that takes some time to master Overall: Used it for several years now and uptime is excellent, support response is good. We never have issues with their API being down, or slow. The mapping can be a bit challenging, and I we have 2 staff that know the platform who are now expert users. It does take a bit for a user to get up to speed on the mapping process. Pros: The interface is obvious, showing the most important things in easily accessible places. The API is well documented and reliable. Cons: The act of mapping a PDF for extraction needs to be more capable or more adaptable. Sometimes we end up doing some goofy things to capture the data we want because we cannot do something obvious (such as take all the characters x characters before an identified string).

RefinePro helps organizations manage external data acquisition from sourcing and collecting third party data to loading them into their system. Our customers rely on RefinePro’s tool suite and processes to monitor prices from product catalogs or combine data released by governments or regulatory bodies. Unfortunately, those data are often locked in PDF files.
Our data ingestion workflow needs to be flexible to support the variety and the ever-changing format of data sources while lowering the effort to maintain our processes. Docparser is essential to balance both aspects. The Docparser API and webhooks allowed us to integrate the PDF extraction task directly in our workflow. When a file format changes, we use Docparser user interface to quickly and easily update a parser settings.
Martin – refinepro.com
The Docparser PDF Scraper Software
Docparser is a cloud PDF scraper software that provides flexible data extraction and conversion solutions for businesses worldwide. Whether you’re a corporation or a bootstrapped SaaS, Docparser comes with built-in OCR capabilities and offers ready-to-use templates for many use-cases. Setting up your first document parser takes usually less than 20 minutes and no programming is required.
Docparser allows you to extract data fields from fixed positions inside the document with a point and click interface. Extracting data from variable locations is possible thanks to smart filters and pattern matching algorithms. Table row parsing is a snap too, as you can define the column breaks and the overall area that the table resides.
How Do I Scrape Batch PDF Files?
Just sign up for a Docparser account, the first 100 scraped documents are free and the workflow is actually quite simple.
- Add a few batch documents. These will act as training data
- Train the system for each type of document you want to process by using our point and click system
- Set up an automated process to fetch documents, process them, and dispatch the data
Docparser offers a wide range on integration options. Documents can be manually uploaded, sent as email attachments, imported through one of our integration partner or with our REST HTTP API. Once the data got parsed from documents, it can be made available in various file formats (Excel, JSON, XML) or automatically sent to any private API or hundreds of software products in real time thanks to our Zapier and Workato integration.

Over a year ago we were looking for an OCR (Optical Character Recognition) solution for our business. We collect and publish public information and at the time we were entering about 1.3 million documents per year. While some of the documents were available in an electronic format that we could easily import into our system, the majority were paper based. We felt strongly that with the right solution we would be able to increase the accuracy and speed of the data entered into our system. Our hope was to find a system that would let us scale our business using existing resources.
We reviewed several OCR solutions. One in particular looked good and we had even moved to a design and implementation stage. The solution was expensive and the technology was so complicated that much of the cost would be tied up in the development of the OCR templates. This created a huge issue for us because of the variety of documents we collect. We have thousands and almost all are different. This was going to require a lot of custom development, which meant money, lot’s of money.
Then someone pointed me to Docparser. That changed everything. I was introduced to a system that was amazingly simple at a fraction of the price of every other system we had reviewed. Docparser was the perfect solution for us. It took less than an hour to evaluate and test the initial functionality and know that we had stumbled upon a powerful OCR system that would solve the pains we were having in our business. Moritz and his team have been great to work with even though their software is so powerful we seldom need to speak to them. But when we do they are quick to respond. We have been able to create hundreds of ‘parsers’ that take our document images and convert them to data that we map over to our database for automatic entry. The API provided by docparser has allowed us to create a seamless integration to our system that has helped increase our data entry efficency by over 35%. Their interface is simple enough that my own staff creates the powerful parsers that extract the data from the images we collect.
David Mineer – Construction Monitor