The online marketplace for cars wanted to improve search for users by adding full-text and voice search, as well as advanced search with specific options. We built a system application using Machine Learning and NLP methods to process text queries, and the Google Cloud Speech API to process audio queries. This helped greatly improve the user experience by providing a more intuitive and efficient search option for them.
The leading online car marketplace serving private sellers and over 10,000 dealers across the United States, connecting buyers with all makes and models of vehicles for sale in close proximity.
To add a full-text and voice search for users across the entire platform.
Server application as an optimal solution for the marketplace.
To transform the search into an advanced search with a specific structured view according to specific parameters: condition, mileage, price, body style, make, model, seller type, transmission, exterior color, etc.
Tool which in the process of receiving user queries automatically divides them into two corresponding groups:
- Text Queries - natural language processing #NLP using Machine Learning models. The text is cleaned up, the key elements of the query are identified, and the final result is rendered. The average processing speed is less than 100 ms;
- Audio Queries - natural language processing NLP using the Google Cloud Speech API application.
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pages processed daily
These guys are fully dedicated to their client's success and go the extra mile to ensure things are done right.
They developed solutions that brought value to our business.
If we experience any problems, they come back to us with good recommendations on how the project can be improved.
They have very intelligent people on their team — people that I would gladly hire and pay for myself.
Share the project details – like scope, mockups, or business challenges.
We will carefully check and get back to you with the next steps.