AboutYou data-driven Personalization with ArangoDB

AboutYou data-driven Personalization with ArangoDB

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AboutYou Data-Driven Personalization with ArangoDB

AboutYou is one of Germany’s leading eCommerce sites with over 700.000 customers. As part of the Otto Group the company puts a lot of effort into innovative technologies and high privacy standards.

Florian Krause, Head of Development, About You GmbH (Otto Group)

The overall shopping experience improves significantly when customers feel like they have personal guidance. This is true for our 700k+ existing customers and also new users coming from fast moving traffic sources. Both groups require a rather different approach. We do know the taste/habits of our customers very well but have little information about new users. This means that we have to create valuable personalised recommendations with little information available. This was one of our main requirements at AboutYou when we started building our own recommendation engine.

The Challenge

With AboutYou every user can manipulate a variety of settings for his account e.g. Style, favourite colour, favourite brands or modern fashion trends he/she follows. Additionally users are able to “Like” or “Dislike” products. All this user-generated information is being used to further improve their shopping experience.

aboutyou database

At AboutYou we create tailored points of contact, such as user’s personal feed with individual recommendations for outfits or real-time suggestions and individual mailings.

Our challenge didn’t stop there. We wanted to integrate external apps for creating additional value for our customers. This lead to the need for a scalable solution which has a general, handy and secure API. Furthermore, we wanted to guarantee high security standards and use just a minimum of personal data.

About you database

We noticed quite quickly that common BI solutions and relational databases hit their limits early with these requirements and thus becoming “offline” for us. The development of a proprietary solution which shares the same data with BI and Shop was inevitable.

About you database

With AboutYou we want to achieve a quality of recommendations which match the ones of a professional style guide or your best friend. This means providing individually tailored recommendations by taking into consideration fitting style, trends, age, sex and more. The solution is a smart combination of different data models which allows simultaneous usage of documents and graphs.

Our solution

After an intensive evaluation of different vendors and their technology we decided to use ArangoDB. ArangoDB is a multi-model NoSQL database which allows us to model data as documents or graphs. This database stores all data schema-free in a – NoSQL typical – JSON format and enables us to use the same data collections with document or graph queries.

In addition: The point when we were “sold” was ArangoDB’s dedicated JavaScript framework Foxx for data-centric microservices. With Foxx we could build our proprietary microservices which run directly within the database. We then can call these services via REST API which enables us to do it in any language. Foxx acts like a little application server within ArangoDB.

Meanwhile the amount of data which is handled by ArangoDB exceeds 100GB and 300 million nodes. ArangoDB delivers a query-response-time of less than 20ms for our time-critical recommendations. Therefore we significantly improve the overall user experience with fast page loading and individual recommendations.

About you database

Benefits

By having the opportunity to provide suitable recommendations for our users we were able to reduce the amount of information presented. Too many products irritate people. Furthermore, we could significantly increase the click through rate of our mailings. We recognized an increase in the amount of time users spend on AboutYou.de compared to industry average. This all didn’t only lead to higher sales but also enabled us to identify and target early adopters.

With a multi-model database we significantly shortened our learning curve and could devote our main focus to product-related issues. We would have had to invest our scarcest resources (Time & Talent) into vendor-specific stuff and development, if we had used different vendors for every data model and our microservices. With ArangoDB and its integrated JavaScript framework Foxx we saved 50% of development effort.

Foxx is directly running in the database which saves network communication between client and DB server. Thus query-response-cycles are being reduced due to less network communication and latency-time decreases. Via Foxx we can precisely adjust all data access of external applications individually while keeping privacy protection on a very high level.

We at AboutYou want to create the most personal experience possible in online retailing. Our database related questions found a compelling answer with ArangoDB.

Big thanks to Florian Krause for investing time to write this use case!

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