Intelligent search through AI
Our data marketplace solution accelerates the discoverability and reuse of your data through a semantic search experience powered by Artificial Intelligence (AI).
Create a powerful search journey on your data marketplace
Replicate the search experience of an e-commerce site
Integrate a natural language search engine into your pages or menu. Go beyond simple keyword matches by understanding the meaning of queries, replicating the product search experience of an e-commerce site. Your users will find what they are looking for faster, even when queries are imprecise, incomplete or in a different language.
Make your data easier to discover with real-time suggestions of results
Give users the ability to choose between multiple, real-time, ranked result suggestions, while providing them with an overview of the data assets available on your marketplace without having to repeat searches.
Natural language search
Contextualized search
Multilingual search
Add custom filters
Guided search with suggestions
Real-time data asset recommendations
Improve data discoverability with personalized recommendations
The Opendatasoft solution allows you to provide links to related data assets through the ‘Information’ tab of your datasets, encouraging the discovery and use of other relevant data assets. Display up to 4 similar datasets for each data asset, encouraging your users to further browse your marketplace.
The AI-powered search engine makes it much easier to access and discover data. It suggests relevant data even when approximate keywords are entered, reducing the risk of missing out on the data users are actually searching for. It also enriches the user experience by highlighting data that is interesting but wasn’t directly searched for, creating serendipitous results. It also has a major impact on the quality of our metadata, ensuring we focus even more on its quality and completeness.
Demonstrate the relevance of search results
Thanks to fast and efficient search, users of your marketplace receive relevant results while minimizing their effort and reducing the number of interactions they have to make. This avoids them wasting valuable time manually locating data.
Build loyalty among your data consumers and promote adoption
Search is at the heart of a successful experience on a data marketplace or data marketplace. By improving the discovery of data assets on your marketplace, regardless of its size, you streamline the experience and reduce the time users spend searching for data, building loyalty and encouraging increased marketplace usage.
Make it easy to add data assets to your marketplace
Make it easy for data producers to add data assets to your marketplace by simplifying the metadata process and removing the need to create exhaustive keyword lists.
Offer interactive tools to encourage data exploration
Users can harness AI to explore all the data on your marketplace. By asking a virtual assistant questions in natural language, they instantly receive answers delivered through a range of visualization formats, such as maps, numbers or graphs, and can download them with a single click for easy reuse.
Frequently asked questions
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The functionalities supported by AI in the Opendatasoft solution are the semantic search engine, the recommendation of similar data and the automatic generation of data visualisations.
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AI-based semantic search speeds up data discovery by enabling the engine to better understand user queries, taking into account meaning, keywords and different languages. This enables users to find relevant data quickly, even if they make a typing error or use imprecise terms, so they don’t miss out on useful and available data.
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The Opendatasoft solution supports both OpenAI and Mistral AI models, with the latter offering hosting in Europe to address sovereignty issues. All AI-based functionalities are compatible with both models, enabling customers to choose the most appropriate one directly within the platform. Opendatasoft’s roadmap also includes the integration of its customers’ specific models, to enhance the relevance of AI in their data marketplaces.
