1. [Home](https://www.g2.com/) 2. ... 3. [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools) 4. [Diffbot Discussions](https://www.g2.com/products/diffbot/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_0bcba70a77b782d4753fe9a3a6e961cf/diffbot.png "Product Avatar Image") ](/products/diffbot/reviews) [ Diffbot ](/products/diffbot/reviews) (29)4.9/5 Diffbot provides a suite of products built to turn unstructured data from across the web into structured, contextual databases. Diffbot's products are built off of cutting-edge machine vision and natural language processing software that's able to read billions of documents every day. Diffbot Knowledge Graph Diffbot's Knowledge Graph product is the world's largest contextual database comprised of over 10 billion entities including organizations, products, articles, events, and more. Knowledge Graph's innovative NLP and fact parsing technologies link up entities into contextual databases, incorporating over 1 trillion "facts" from across the web in nearly live time. Show More * * * ### 96.0 Nps Score Already have Diffbot? ### All Diffbot Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 3 years ago More Options - [ # What does Diffbot do? ](/discussions/what-does-diffbot-do) What does Diffbot do? [ Data Extraction Software ](https://www.g2.com/tags/data-extraction-software)[ API Marketplaces ](https://www.g2.com/tags/api-marketplaces)[ Market Intelligence Software ](https://www.g2.com/tags/market-intelligence-software)[ Lead Intelligence Software ](https://www.g2.com/tags/lead-intelligence-software) [ Media Monitoring Software ](https://www.g2.com/tags/media-monitoring-software)[ Web Data Providers Software ](https://www.g2.com/tags/web-data-providers-software) Show More * * * (true)\<0\>0\>Upvotes (false) * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.&title=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • about 4 years ago More Options - [ # Is Web scraping AI? ](/discussions/is-web-scraping-ai) Is Web scraping AI? [ Data Extraction Software ](https://www.g2.com/tags/data-extraction-software)[ API Marketplaces ](https://www.g2.com/tags/api-marketplaces)[ Market Intelligence Software ](https://www.g2.com/tags/market-intelligence-software)[ Lead Intelligence Software ](https://www.g2.com/tags/lead-intelligence-software) [ Media Monitoring Software ](https://www.g2.com/tags/media-monitoring-software)[ Web Data Providers Software ](https://www.g2.com/tags/web-data-providers-software) Show More * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.&title=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 4 years ago More Options - [ # Who uses diffbot? ](/discussions/who-uses-diffbot) Who uses diffbot? [ Data Extraction Software ](https://www.g2.com/tags/data-extraction-software)[ API Marketplaces ](https://www.g2.com/tags/api-marketplaces)[ Market Intelligence Software ](https://www.g2.com/tags/market-intelligence-software)[ Lead Intelligence Software ](https://www.g2.com/tags/lead-intelligence-software) [ Media Monitoring Software ](https://www.g2.com/tags/media-monitoring-software) Show More * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.&title=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 4 years ago More Options - [ # How does Diffbot work? ](/discussions/how-does-diffbot-work) How does Diffbot work? [ Media Monitoring Software ](https://www.g2.com/tags/media-monitoring-software)[ Lead Intelligence Software ](https://www.g2.com/tags/lead-intelligence-software)[ Market Intelligence Software ](https://www.g2.com/tags/market-intelligence-software)[ API Marketplaces ](https://www.g2.com/tags/api-marketplaces) [ Data Extraction Software ](https://www.g2.com/tags/data-extraction-software) Show More * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.&title=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Alexei T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alexei T.") AT Loading... [Alexei T.](https://www.g2.com/users/2b8e82d1-3021-45ee-9b7c-68611aa1e9fa "Alexei T.") • over 6 years ago Alexei Trapp Alexei Trapp More Options - [ # What is the best way to enhance understanding of Diffbot Query Language? ](/discussions/25034-what-is-the-best-way-to-enhance-understanding-of-diffbot-query-language) Basic DQL is very easy to get started with. The Knowledge Graph also provides a visual query editor that you can copy queries from. Where can I find a resource for crafting more advanced queries? [ Data Extraction Software ](https://www.g2.com/tags/data-extraction-software)[ API Marketplace Software ](https://www.g2.com/tags/api-marketplace-software) * * * (true)\<0\>0\>Upvotes (false) * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.&title=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Diffbot+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Diffbot+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%0aAsk+Diffbot+questions+and+get+answers+from+expert+users+in+our+Diffbot+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/diffbot/discussions/new) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/hd_favicon/845fbd59cb67ed4f5122eb7a58f408de/diffbot.svg "Product Avatar Image") ### Have you used Diffbot before? Answer a few questions to help the Diffbot community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fdiffbot%2Fdiscuss%3Fsmall_ask%3Ddiffbot) No ## Top Contributors in Diffbot 1 KT Loading... ### [Kevin T.](https://www.g2.com/users/c92cc507-84a6-4717-96ae-89aeb7c19478 "Kevin T.") 1 pt 2 JW Loading... ### [Justin W.](https://www.g2.com/users/38ae3fb2-89ed-4f15-a38c-a8d024a40528 "Justin W.") 1 pt