Case Study: Tripadvisor drives 2–3x more revenue from GenAI users with Qdrant
Key results
The challenge
Tripadvisor, the world's largest travel guidance platform, holds over a billion reviews and contributions plus hundreds of millions of images and years of behavioral data. Much of that unstructured content was untapped, and the company wanted to convert the multimodal dataset into AI-driven, personalized travel experiences.
The solution
Tripadvisor implemented Qdrant's vector database to store and retrieve high-dimensional embeddings and user-behavior patterns, powering real-time conversational AI. This underpins its AI Trip Planner, a generative-AI tool that builds personalized itineraries through conversational prompts.
“Qdrant has been crucial for our transformation. When you're dealing with over a billion plus user-generated, multi-modal pieces of content from hundreds of millions of monthly active users across 21 countries, 11M businesses and all the complex user interactions that come with it, you need a way to bring it all together.”
RTRahul TodkarHead of Data and AI, Tripadvisor
The results, in context
Since launch, users who interact with the AI Trip Planner spend significantly more, and Tripadvisor reports a 2 to 3 times increase in revenue from those users versus travelers using traditional interfaces. The platform spans a billion-plus reviews, 21 countries, and 11M businesses.