Insights, tools and research to advance journalism

How Vox Media built a bot for discovering related content

Vox Product

After talking to editors and hearing a need for a tool to find older articles that people may have forgotten about, the Vox Media product team built a bot to solve the problem. The team chose to build a Slack bot, making it easier for editors to use the bot within their existing workflows. An editor sends a direct message to the bot with a specific article URL and a number of desired results, and the bots returns a ranked list of articles that are most similar in content to the provided article.

Read More

Need to Know newsletter

The smart way to start your day

Each morning we scour the web for fresh useful insights in our Need to Know newsletter. Sign up below.

Featured topics

Go deeper on…

Dive deep on everything we produce about these key topics.

Strategy Studies

The best practices for innovation within news organizations

This Strategy Study presents examples and insights about journalism innovation, offering actionable advice and methods to move your journalism and business forward.