Data Backed Design

Systems

The 50 sources every answer draws from. Each card in the corpus quotes one of them verbatim and links back to the page it came from.

Design systems

The public guidelines large product teams write for building their own interfaces. Every topic counts where these systems agree and where they split, so they carry most of the numbers in an answer.

AI products

Assistants and AI builders, from chat apps to coding tools. Their help docs show how AI features actually ship, which grounds the AI and agentic topics in real behavior rather than demos.

Products

Software teams use every day. Their help centers document shipped behavior for patterns design systems rarely cover, like importing data, search, and notifications.

Research and writing

Usability studies, platform guidelines, and published essays. These explain why a pattern works, not only who uses it.