AI question answering tool
Generates questions and answers (Q&A) using AI.
By entering one to 3 URLs, you can extract relevant questions and answer them automatically.
Once the questions and answers are generated, this application extracts named entities from the answers in each URL. You can select one or more entities and see in which question/answer they are mentioned.
What is Question Answering in Natural Language Processing?
Question Answering (QA) ia a subfield of Natural Language Processing that deals with the task of automatically answering questions posed in natural language.
Question Answering models are able to retrieve the answer to a question from a given text. This is useful for searching for an answer in a document. Depending on the model used, the answer can be directly extracted from text or generated from scratch.
What is an AI question answering tool?
An artificial intelligence question-answering tool is online software that uses AI to extract relevant questions from one or more URLs and provide answers automatically.
Once the questions and answers are generated, the tool extracts named entities from the answers in each URL. You can select one or more entities and see in which question/answer they are mentioned.
This free tool has been developed using Large language models (LLMs) and our technology stack. The use of LLMs in isolation tends to be limited. Using WordLift API, we can leverage content from the provided web pages list.
How does an AI question answering tool work?
The user provides from 1 to 3 URLs. The URLs shouldn’t be behind a paywall and should not require user interaction (cookie managers).
The app is not a summarizer. It’s a tool that generates questions and answers (Q&As) using AI’s power. The app gets the content of each URLs, then finds questions, and finally generates the answers by looking at the content of each article. The questions are relevant to the content of each article. In most cases, the app generates about 4 Q&As.
Once the question and answers are generated, the app extracts named entities from the answers of each URL. The number of entities is limited to 16 maximum in this free app (all URLs combined). If more than 16 entities are available, a random selection of 16 entities will be returned to the user.
Once the app finds the entities, they are returned to the user. The user can then select one or more entities and see in which question/answer the entities are mentioned. The filtering groups the results into 2 sections: 1) entities mentioned across multiple URLs, 2) entities exclusive to one URL.
These sections depend on the result. For instance, if no common entity is found in the returned result, then only entities exclusive to one URL will be displayed. The whole process takes about 2-3 minutes to finish.
The tool is free and if you want to use it with more URLs or have more functionality, get in touch with us.
What should I do once I have generated the answers?
You can use AI to create content that helps you improve your SEO. Once you have extracted the most relevant questions and received automated answers, you can use that content to write FAQs and add them to your site. In addition, you can use them to build conversational AI systems like chatbots.
What can WordLift do to optimize your content for SEO?
WordLift is the software that allows you to automate your SEO. With WordLift you can add structured data to your content and create a Knowledge Graph that makes your website understandable to search engines like Google and Bing. This will give you better rankings in the SERPs and therefore more organic traffic and user engagement, leading to more conversions. Try WordLift for free and discover all its advanced features that will help you take your SEO to the next level.