Research study · Client work · Games

Role
Team lead and UX strategist
Team
6, Carnegie Mellon
When
Jan to Apr 2026
Result
Delivered to WoW's lead UX research manager

Blizzard: WoW Midnight player sentiment

Why returning World of Warcraft players hit friction in the first six weeks of Midnight, written so a designer knows what to fix.

  • 28roadmap actions rated for effort, cost and impact
  • 11review sites, plus forums and creators
  • 6weeks of post-launch data
A-10DeckExpansion Lifecycle Sentiment Curve: five phases and what to watch in eachA reusable monitor for every future launch.

AskedJan to Feb 2026

Report the issues players have with Midnight, before and after launch.

An issue-based report of 6 to 10 issues across story, gameplay, quality and communication, before and after the Mar 2 launch.

LearnedFeb

Negative spikes outran the hype, and creators moved first.

Pre-launch conversation spiked around announcements, negative spikes outran the hype, and creators shifted first. I framed the market: WoW is PC-first in a mobile-led market and a subscription in a free-to-play world, yet it owns the niche of high-end group play.

Blizzard's portfolio, 1991 to 2026, with Midnight highlighted

TurnedFeb 27 to Mar 13

From how players feel to why veterans hit friction.

The client asked: "'they don't like the story'. But WHY?" We moved from broad sentiment to root causes in the first six weeks after launch, focused on returning veterans.

The modelSentiment showed what players felt but not why. Reading each platform as its own lens traced complaints to root causes: a strong foundation, with risks that were self-inflicted.

  • The brief, as asked
  • The turn
  • Found and made
  • Set aside
  • Evidence, one dot per count
The post-midterm shift: launch window, feature focus, narrowed segment, issue-based reporting

MadeMar to Apr

Measure what Blizzard fixed, not just what players said.

Each platform read as its own lens. Patch notes scraped to measure response, not just complaints: about 4 fixes a week after launch, at most 2 before. Three published promises checked against what shipped; all three broke within weeks.

Promises vs reality: three published shop promises, three breaks within weeks

LandedApr 22, 2026

Nine principles, a 28-action roadmap and two reusable models.

9 design principles, a 28-action roadmap in three tiers, and two reusable instruments for future launches. "Don't publish commitments you can't hold on day one."

Nine design principles

Details

My role
Team lead and UX strategist for a team of six. Framed the market and competitive position, built the portfolio timeline, wrote most of the final report, including the design principles, roadmap and the two reusable models, and presented to WoW's lead UX research manager.
Team
Julie Kim (UX research and design), Ashley Ma, Zhexuan Ye and Philip Yin (data analysis and sentiment), Cody Lejang (data engineering)
Proof
Mixed methods across six weeks of post-launch data: Brandwatch sentiment, volume and emotion on Reddit and X; close reading of 11 review sites, forums and YouTube creators; scraped patch notes to measure Blizzard's own response rate.
Set aside
Pooling all platforms into one sentiment score (cut: each platform's structure shapes what people say). Broad pre-launch tracking across four pillars (cut after the midterm: it could not say why).
Where it landed
Delivered to WoW's lead UX research manager: 9 design principles, a 28-action roadmap in three tiers, and two reusable instruments (Expansion Lifecycle Sentiment Curve, Narrative Resonance Model).
More numbers
  • 6 person team, led
  • 2 reusable instruments
More exhibits6 · show all
MadeMar to Apr
A-03DeckPlatform calibration: Reddit for depth, X for breadth, forums for the veteran viewRead each platform as its own lens; never pool mentions.
A-04DeckFive behaviors that sustain WoWRead every complaint as a break in one of five behaviors.
A-06DeckHousing and the weekly loopHousing is a re-entry feature, not a core engagement driver.
A-07DataHotfix frequency before launch, from scraped patch notesMeasure Blizzard's response, not only the complaints; move QA earlier.
LandedApr 22, 2026
A-09DeckTier 1 roadmap: each action rated for effort, cost and impactSequence by what can ship in 0 to 3 months.
A-11DeckNarrative Resonance ModelLocal stakes beat cosmic stakes.

ThreadsPlayLegible data

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