Improve font suggestion acceptance without latency
Helpful defaults often become visible only when they interrupt established design habits.
Relevance and speed tend to compete in small moments that recur across a working day.
“I used to trust the first few options; now I’m checking everything twice.”
Shahram Noori · Product Designer
Uses font suggestions repeatedly while refining screens and variants for product reviews.
What pulls against what
- relevance versus response time
- clicks versus durable satisfaction
- rapid rollback versus root-cause repair
What is at stake
A small ranking regression is adding repeated friction to everyday interface work. A measured fix can restore speed without making the editor feel slower
Why Figma
At Figma, these moments often shape whether the canvas feels responsive to how design work actually unfolds.
Written for
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.