By 2017 flat design dominated the web, and with it came interfaces stripped of the cues that say what is clickable: blue underlined links, beveled buttons and drop shadows gave way to ghost buttons and text indistinguishable from body copy. The industry argued about the trade-off by taste — designers defended the clean look, usability specialists warned anecdotally that users were getting lost, and neither side had data.

Nielsen Norman Group ran a controlled eyetracking experiment to replace opinion with measurement. It took nine live pages from six domains — ecommerce, nonprofit, hotel, travel, technology and finance — and made two versions of each that differed only in signifier strength. Seventy-one general web users, each assigned to one version, were asked to find where they would click while eye-tracking equipment recorded their fixations and time.

The weak-signifier pages cost real effort: users spent 22% more time and made 25% more fixations before finding the target, and six of the nine page pairs showed different gaze patterns — attention spread across the page because nothing looked confidently clickable. On the fine-jewelry page, 86% of users on the strong version moved from the section heading to the "Shop Pearl" link versus 50% on the weak version, where nine of 24 users tried clicking the heading itself.

Just as valuable was where flat design worked: three page pairs showed no difference, and they shared low information density, traditional layouts and high-contrast targets. The study did not condemn flat design; it specified when it is safe. Its publication generated enough debate that NN/g published responses to the criticisms, and the findings fed the firm's flat-design guidance for years afterward.

Settle the taste war with measurement: matched page pairs differing only in clickability cues, eye-tracked on find-the-button tasks

Matched pairs held every design variable except signifier strength constant, so a live-page study could claim causation rather than correlation.

Fixations and task time translated an aesthetic debate into effort costs that any stakeholder could compare.

A between-subjects design with 71 randomly assigned users gave the differences statistical significance (p < 0.05).

By publishing the conditions where flat pages did no harm, the study gave designers an actionable answer instead of a verdict to ignore.

Public heatmaps made the effect visible at a glance: weak signifiers spread attention across the page, the signature of users hunting for a button.

When an industry argues by taste, isolate the contested variable in matched pairs and publish the numbers; the debate becomes a fixable problem with stated conditions.

The study became one of NN/g's most-debated pieces: the day after publication it drew 354 points and 171 comments on Hacker News, and NN/g's own account noted the article generated "a significant amount of debate about flat design," which it answered with a published response to criticisms. The findings fed a broader research program — follow-up articles on when flat design can work, how long-term exposure slowly decreases user efficiency, and what a corrected flat aesthetic would need — turning one experiment into a durable reference point for designers choosing visual styles.

FOLLOW THE EVIDENCE

The sources

  1. Flat UI Elements Attract Less Attention and Cause Uncertainty nngroup.com
  2. Flat UI Elements Attract Less Attention and Cause Uncertainty — Hacker News discussion news.ycombinator.com